Importing Essential Libraries

In [2]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from scipy import stats
from sklearn.preprocessing import Normalizer
from sklearn.model_selection import train_test_split
import random
import plotly.graph_objects as go
from plotly.subplots import make_subplots
import math
In [3]:
random.seed(25)

Creating a pandas dataframe from the given dataset

In [4]:
data= pd.read_csv("energydata_complete.csv")

Checking for Null values

In [5]:
data.isnull().any()
Out[5]:
date           False
Appliances     False
lights         False
T1             False
RH_1           False
T2             False
RH_2           False
T3             False
RH_3           False
T4             False
RH_4           False
T5             False
RH_5           False
T6             False
RH_6           False
T7             False
RH_7           False
T8             False
RH_8           False
T9             False
RH_9           False
T_out          False
Press_mm_hg    False
RH_out         False
Windspeed      False
Visibility     False
Tdewpoint      False
rv1            False
rv2            False
dtype: bool
In [6]:
data
Out[6]:
date Appliances lights T1 RH_1 T2 RH_2 T3 RH_3 T4 ... T9 RH_9 T_out Press_mm_hg RH_out Windspeed Visibility Tdewpoint rv1 rv2
0 2016-01-11 17:00:00 60 30 19.890000 47.596667 19.200000 44.790000 19.790000 44.730000 19.000000 ... 17.033333 45.530000 6.600000 733.500000 92.000000 7.000000 63.000000 5.300000 13.275433 13.275433
1 2016-01-11 17:10:00 60 30 19.890000 46.693333 19.200000 44.722500 19.790000 44.790000 19.000000 ... 17.066667 45.560000 6.483333 733.600000 92.000000 6.666667 59.166667 5.200000 18.606195 18.606195
2 2016-01-11 17:20:00 50 30 19.890000 46.300000 19.200000 44.626667 19.790000 44.933333 18.926667 ... 17.000000 45.500000 6.366667 733.700000 92.000000 6.333333 55.333333 5.100000 28.642668 28.642668
3 2016-01-11 17:30:00 50 40 19.890000 46.066667 19.200000 44.590000 19.790000 45.000000 18.890000 ... 17.000000 45.400000 6.250000 733.800000 92.000000 6.000000 51.500000 5.000000 45.410389 45.410389
4 2016-01-11 17:40:00 60 40 19.890000 46.333333 19.200000 44.530000 19.790000 45.000000 18.890000 ... 17.000000 45.400000 6.133333 733.900000 92.000000 5.666667 47.666667 4.900000 10.084097 10.084097
5 2016-01-11 17:50:00 50 40 19.890000 46.026667 19.200000 44.500000 19.790000 44.933333 18.890000 ... 17.000000 45.290000 6.016667 734.000000 92.000000 5.333333 43.833333 4.800000 44.919484 44.919484
6 2016-01-11 18:00:00 60 50 19.890000 45.766667 19.200000 44.500000 19.790000 44.900000 18.890000 ... 17.000000 45.290000 5.900000 734.100000 92.000000 5.000000 40.000000 4.700000 47.233763 47.233763
7 2016-01-11 18:10:00 60 50 19.856667 45.560000 19.200000 44.500000 19.730000 44.900000 18.890000 ... 17.000000 45.290000 5.916667 734.166667 91.833333 5.166667 40.000000 4.683333 33.039890 33.039890
8 2016-01-11 18:20:00 60 40 19.790000 45.597500 19.200000 44.433333 19.730000 44.790000 18.890000 ... 17.000000 45.290000 5.933333 734.233333 91.666667 5.333333 40.000000 4.666667 31.455702 31.455702
9 2016-01-11 18:30:00 70 40 19.856667 46.090000 19.230000 44.400000 19.790000 44.863333 18.890000 ... 17.000000 45.290000 5.950000 734.300000 91.500000 5.500000 40.000000 4.650000 3.089314 3.089314
10 2016-01-11 18:40:00 230 70 19.926667 45.863333 19.356667 44.400000 19.790000 44.900000 18.890000 ... 17.000000 45.290000 5.966667 734.366667 91.333333 5.666667 40.000000 4.633333 10.298729 10.298729
11 2016-01-11 18:50:00 580 60 20.066667 46.396667 19.426667 44.400000 19.790000 44.826667 19.000000 ... 16.890000 45.290000 5.983333 734.433333 91.166667 5.833333 40.000000 4.616667 8.827838 8.827838
12 2016-01-11 19:00:00 430 50 20.133333 48.000000 19.566667 44.400000 19.890000 44.900000 19.000000 ... 16.963333 45.290000 6.000000 734.500000 91.000000 6.000000 40.000000 4.600000 34.351142 34.351142
13 2016-01-11 19:10:00 250 40 20.260000 52.726667 19.730000 45.100000 19.890000 45.493333 19.000000 ... 16.890000 45.326667 6.000000 734.616667 90.500000 6.000000 40.000000 4.516667 19.205186 19.205186
14 2016-01-11 19:20:00 100 10 20.426667 55.893333 19.856667 45.833333 20.033333 47.526667 19.000000 ... 16.890000 45.345000 6.000000 734.733333 90.000000 6.000000 40.000000 4.433333 38.492071 38.492071
15 2016-01-11 19:30:00 100 10 20.566667 53.893333 20.033333 46.756667 20.100000 48.466667 19.000000 ... 16.890000 45.326667 6.000000 734.850000 89.500000 6.000000 40.000000 4.350000 24.884962 24.884962
16 2016-01-11 19:40:00 90 10 20.730000 52.660000 20.166667 47.223333 20.200000 48.530000 18.926667 ... 16.890000 45.290000 6.000000 734.966667 89.000000 6.000000 40.000000 4.266667 35.880925 35.880925
17 2016-01-11 19:50:00 70 30 20.856667 53.660000 20.200000 47.056667 20.200000 48.447500 18.890000 ... 16.890000 45.290000 6.000000 735.083333 88.500000 6.000000 40.000000 4.183333 49.595305 49.595305
18 2016-01-11 20:00:00 80 30 20.890000 51.193333 20.200000 46.330000 20.200000 48.193333 18.963333 ... 16.890000 45.200000 6.000000 735.200000 88.000000 6.000000 40.000000 4.100000 19.001759 19.001759
19 2016-01-11 20:10:00 140 40 20.890000 49.800000 20.200000 46.026667 20.166667 47.633333 19.033333 ... 16.890000 45.200000 6.000000 735.233333 87.833333 6.000000 40.000000 4.066667 38.872261 38.872261
20 2016-01-11 20:20:00 120 20 20.890000 48.433333 20.200000 45.722500 20.166667 47.300000 19.175000 ... 16.890000 45.126667 6.000000 735.266667 87.666667 6.000000 40.000000 4.033333 46.735262 46.735262
21 2016-01-11 20:30:00 190 40 20.963333 47.633333 20.260000 45.530000 20.200000 47.026667 19.260000 ... 16.890000 45.126667 6.000000 735.300000 87.500000 6.000000 40.000000 4.000000 10.607126 10.607126
22 2016-01-11 20:40:00 110 40 21.033333 47.063333 20.290000 45.223333 20.260000 46.826667 19.323333 ... 16.890000 45.060000 6.000000 735.333333 87.333333 6.000000 40.000000 3.966667 32.583688 32.583688
23 2016-01-11 20:50:00 110 40 21.100000 46.596667 20.356667 44.963333 20.290000 46.633333 19.390000 ... 16.890000 45.000000 6.000000 735.366667 87.166667 6.000000 40.000000 3.933333 6.277755 6.277755
24 2016-01-11 21:00:00 110 30 21.133333 46.060000 20.426667 44.760000 20.290000 46.433333 19.390000 ... 16.890000 44.966667 6.000000 735.400000 87.000000 6.000000 40.000000 3.900000 13.361033 13.361033
25 2016-01-11 21:10:00 110 20 21.200000 45.800000 20.500000 44.760000 20.390000 46.223333 19.390000 ... 16.890000 44.900000 5.933333 735.466667 87.166667 6.000000 40.000000 3.866667 19.305705 19.305705
26 2016-01-11 21:20:00 100 30 21.290000 45.900000 20.533333 45.090000 20.390000 46.090000 19.390000 ... 16.890000 44.790000 5.866667 735.533333 87.333333 6.000000 40.000000 3.833333 0.669517 0.669517
27 2016-01-11 21:30:00 100 20 21.356667 45.826667 20.666667 45.163333 20.390000 46.090000 19.390000 ... 16.890000 44.790000 5.800000 735.600000 87.500000 6.000000 40.000000 3.800000 19.119398 19.119398
28 2016-01-11 21:40:00 100 20 21.390000 45.690000 20.700000 45.060000 20.390000 46.090000 19.426667 ... 16.890000 44.700000 5.733333 735.666667 87.666667 6.000000 40.000000 3.766667 43.484542 43.484542
29 2016-01-11 21:50:00 100 20 21.500000 45.333333 20.700000 44.933333 20.390000 46.060000 19.566667 ... 16.890000 44.700000 5.666667 735.733333 87.833333 6.000000 40.000000 3.733333 17.017450 17.017450
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
19705 2016-05-27 13:10:00 280 0 25.033333 48.363333 26.528571 40.595714 28.496667 41.900000 24.500000 ... 23.100000 46.500000 21.250000 756.050000 59.833333 1.166667 23.666667 13.100000 32.420348 32.420348
19706 2016-05-27 13:20:00 240 0 25.166667 48.156667 26.600000 40.940000 28.290000 41.966667 24.500000 ... 23.100000 46.500000 21.400000 756.000000 59.666667 1.333333 23.333333 13.200000 49.189027 49.189027
19707 2016-05-27 13:30:00 250 0 25.323333 47.930000 26.600000 41.012857 28.200000 42.090000 24.533333 ... 23.100000 46.522500 21.550000 755.950000 59.500000 1.500000 23.000000 13.300000 15.081162 15.081162
19708 2016-05-27 13:40:00 220 0 25.390000 47.656667 26.600000 41.036000 28.200000 42.030000 24.600000 ... 23.100000 46.530000 21.700000 755.900000 59.333333 1.666667 22.666667 13.400000 45.226866 45.226866
19709 2016-05-27 13:50:00 230 0 25.500000 47.133333 26.600000 41.000000 28.200000 41.796667 24.600000 ... 23.100000 46.530000 21.850000 755.850000 59.166667 1.833333 22.333333 13.500000 5.773431 5.773431
19710 2016-05-27 14:00:00 190 10 25.500000 47.060000 26.540000 41.000000 28.200000 41.530000 24.600000 ... 23.100000 46.530000 22.000000 755.800000 59.000000 2.000000 22.000000 13.600000 41.515044 41.515044
19711 2016-05-27 14:10:00 160 0 25.600000 46.990000 26.512500 41.203750 28.200000 41.590000 24.633333 ... 23.100000 46.530000 21.966667 755.800000 59.000000 2.000000 21.833333 13.550000 19.540642 19.540642
19712 2016-05-27 14:20:00 80 0 25.600000 46.730000 26.437143 41.384286 28.426667 41.430000 24.700000 ... 23.100000 46.590000 21.933333 755.800000 59.000000 2.000000 21.666667 13.500000 16.977597 16.977597
19713 2016-05-27 14:30:00 60 0 25.566667 46.633333 26.370000 41.378000 28.566667 41.156667 24.700000 ... 23.100000 46.626667 21.900000 755.800000 59.000000 2.000000 21.500000 13.450000 8.991420 8.991420
19714 2016-05-27 14:40:00 60 0 25.500000 46.360000 26.318571 41.264286 28.566667 40.663333 24.700000 ... 23.100000 46.700000 21.866667 755.800000 59.000000 2.000000 21.333333 13.400000 40.409885 40.409885
19715 2016-05-27 14:50:00 60 0 25.500000 46.060000 26.350000 41.000000 28.426667 40.590000 24.666667 ... 23.100000 46.590000 21.833333 755.800000 59.000000 2.000000 21.166667 13.350000 37.889086 37.889086
19716 2016-05-27 15:00:00 60 0 25.500000 45.933333 26.277143 41.000000 28.356667 40.560000 24.666667 ... 23.100000 46.590000 21.800000 755.800000 59.000000 2.000000 21.000000 13.300000 17.123315 17.123315
19717 2016-05-27 15:10:00 70 0 25.500000 45.760000 26.200000 41.000000 28.290000 40.433333 24.700000 ... 23.133333 46.590000 21.966667 755.750000 58.333333 2.000000 21.333333 13.283333 24.058432 24.058432
19718 2016-05-27 15:20:00 80 0 25.500000 45.626667 26.171429 41.000000 28.260000 40.260000 24.700000 ... 23.133333 46.590000 22.133333 755.700000 57.666667 2.000000 21.666667 13.266667 9.538671 9.538671
19719 2016-05-27 15:30:00 80 0 25.500000 45.590000 26.100000 41.000000 28.200000 40.126667 24.700000 ... 23.166667 46.590000 22.300000 755.650000 57.000000 2.000000 22.000000 13.250000 30.020685 30.020685
19720 2016-05-27 15:40:00 70 0 25.500000 45.522500 26.100000 41.051429 28.200000 40.200000 24.700000 ... 23.100000 46.590000 22.466667 755.600000 56.333333 2.000000 22.333333 13.233333 23.851737 23.851737
19721 2016-05-27 15:50:00 100 0 25.500000 45.633333 26.080000 41.196000 28.133333 40.260000 24.700000 ... 23.200000 46.590000 22.633333 755.550000 55.666667 2.000000 22.666667 13.216667 47.981309 47.981309
19722 2016-05-27 16:00:00 100 0 25.500000 45.730000 26.000000 41.428571 28.100000 40.433333 24.700000 ... 23.200000 46.590000 22.800000 755.500000 55.000000 2.000000 23.000000 13.200000 18.215602 18.215602
19723 2016-05-27 16:10:00 90 0 25.500000 45.790000 26.000000 41.590000 28.100000 40.560000 24.700000 ... 23.160000 46.590000 22.833333 755.450000 55.000000 2.166667 22.833333 13.233333 38.751594 38.751594
19724 2016-05-27 16:20:00 100 0 25.500000 45.933333 26.000000 41.652857 28.000000 40.700000 24.700000 ... 23.200000 46.621429 22.866667 755.400000 55.000000 2.333333 22.666667 13.266667 32.306224 32.306224
19725 2016-05-27 16:30:00 220 0 25.426667 46.060000 26.000000 41.700000 28.000000 40.760000 24.700000 ... 23.200000 46.700000 22.900000 755.350000 55.000000 2.500000 22.500000 13.300000 23.009520 23.009520
19726 2016-05-27 16:40:00 180 0 25.500000 46.530000 26.000000 41.725714 27.856667 40.500000 24.700000 ... 23.200000 46.652857 22.933333 755.300000 55.000000 2.666667 22.333333 13.333333 25.296732 25.296732
19727 2016-05-27 16:50:00 120 0 25.500000 47.456667 26.000000 42.320000 27.663333 40.693333 24.700000 ... 23.200000 46.718000 22.966667 755.250000 55.000000 2.833333 22.166667 13.366667 1.796395 1.796395
19728 2016-05-27 17:00:00 110 0 25.600000 47.193333 25.968571 42.528571 27.390000 41.030000 24.700000 ... 23.200000 46.751429 23.000000 755.200000 55.000000 3.000000 22.000000 13.400000 18.248201 18.248201
19729 2016-05-27 17:10:00 90 0 25.533333 46.860000 25.978000 42.534000 27.323333 41.090000 24.700000 ... 23.200000 46.745000 22.866667 755.200000 55.333333 3.166667 22.833333 13.366667 16.966162 16.966162
19730 2016-05-27 17:20:00 100 0 25.566667 46.560000 25.890000 42.025714 27.200000 41.163333 24.700000 ... 23.200000 46.790000 22.733333 755.200000 55.666667 3.333333 23.666667 13.333333 43.096812 43.096812
19731 2016-05-27 17:30:00 90 0 25.500000 46.500000 25.754000 42.080000 27.133333 41.223333 24.700000 ... 23.200000 46.790000 22.600000 755.200000 56.000000 3.500000 24.500000 13.300000 49.282940 49.282940
19732 2016-05-27 17:40:00 270 10 25.500000 46.596667 25.628571 42.768571 27.050000 41.690000 24.700000 ... 23.200000 46.790000 22.466667 755.200000 56.333333 3.666667 25.333333 13.266667 29.199117 29.199117
19733 2016-05-27 17:50:00 420 10 25.500000 46.990000 25.414000 43.036000 26.890000 41.290000 24.700000 ... 23.200000 46.817500 22.333333 755.200000 56.666667 3.833333 26.166667 13.233333 6.322784 6.322784
19734 2016-05-27 18:00:00 430 10 25.500000 46.600000 25.264286 42.971429 26.823333 41.156667 24.700000 ... 23.200000 46.845000 22.200000 755.200000 57.000000 4.000000 27.000000 13.200000 34.118851 34.118851

19735 rows × 29 columns

Stats for all columns

In [7]:
data.describe(include='all')
Out[7]:
date Appliances lights T1 RH_1 T2 RH_2 T3 RH_3 T4 ... T9 RH_9 T_out Press_mm_hg RH_out Windspeed Visibility Tdewpoint rv1 rv2
count 19735 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 ... 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000 19735.000000
unique 19735 NaN NaN NaN NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
top 2016-05-02 19:40:00 NaN NaN NaN NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
freq 1 NaN NaN NaN NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
mean NaN 97.694958 3.801875 21.686571 40.259739 20.341219 40.420420 22.267611 39.242500 20.855335 ... 19.485828 41.552401 7.411665 755.522602 79.750418 4.039752 38.330834 3.760707 24.988033 24.988033
std NaN 102.524891 7.935988 1.606066 3.979299 2.192974 4.069813 2.006111 3.254576 2.042884 ... 2.014712 4.151497 5.317409 7.399441 14.901088 2.451221 11.794719 4.194648 14.496634 14.496634
min NaN 10.000000 0.000000 16.790000 27.023333 16.100000 20.463333 17.200000 28.766667 15.100000 ... 14.890000 29.166667 -5.000000 729.300000 24.000000 0.000000 1.000000 -6.600000 0.005322 0.005322
25% NaN 50.000000 0.000000 20.760000 37.333333 18.790000 37.900000 20.790000 36.900000 19.530000 ... 18.000000 38.500000 3.666667 750.933333 70.333333 2.000000 29.000000 0.900000 12.497889 12.497889
50% NaN 60.000000 0.000000 21.600000 39.656667 20.000000 40.500000 22.100000 38.530000 20.666667 ... 19.390000 40.900000 6.916667 756.100000 83.666667 3.666667 40.000000 3.433333 24.897653 24.897653
75% NaN 100.000000 0.000000 22.600000 43.066667 21.500000 43.260000 23.290000 41.760000 22.100000 ... 20.600000 44.338095 10.408333 760.933333 91.666667 5.500000 40.000000 6.566667 37.583769 37.583769
max NaN 1080.000000 70.000000 26.260000 63.360000 29.856667 56.026667 29.236000 50.163333 26.200000 ... 24.500000 53.326667 26.100000 772.300000 100.000000 14.000000 66.000000 15.500000 49.996530 49.996530

11 rows × 29 columns

Identifying Correlation

In [8]:
plt.figure(figsize=(20,11))
sns.heatmap(data.corr(),annot=True,cmap="BuPu")
plt.show()
In [9]:
data.drop(['date','lights','T9','T6','Visibility','rv1','rv2'],axis=1,inplace=True)

Outlier Detection

In [10]:
fig = make_subplots(rows=5, cols=5,subplot_titles=list(data.columns))

a=1
b=1
for i in data.columns:
    fig.append_trace(go.Histogram(x=data[i],name=i,marker_color='#EB89B5'),a, b)
    if b==5:
        b=1
        a+=1
    else : b+=1

fig.show()
In [11]:
fig = go.Figure()
for i in data.columns:
    fig.add_trace(go.Box(x=data[i],name=i,marker_color='lightseagreen'))
fig.show()
In [12]:
data.shape
Out[12]:
(19735, 22)
In [13]:
data=data[(np.abs(stats.zscore(data)) < 3.25).all(axis=1)]
In [14]:
data.shape
Out[14]:
(18500, 22)

Feature Scaling

In [15]:
x=data.iloc[:,1:]
y=data.iloc[:,0]
In [16]:
scaler = Normalizer()
x_scaled = scaler.fit_transform(x)
x_scaled = pd.DataFrame(x_scaled, columns=np.array(x.columns))

Test Train Split : 70% train 30% test

In [17]:
x_train, x_test, y_train, y_test = train_test_split(x_scaled, y, test_size=0.3,random_state=85)
In [18]:
x_train.index=list(range(x_train.shape[0]))
x_test.index=list(range(x_test.shape[0]))
y_train.index=list(range(y_train.shape[0]))
y_test.index=list(range(y_test.shape[0]))
In [19]:
x_train.insert(0,'X0',1)
x_test.insert(0,'X0',1)

Functions for Linear and Logistic Regression

In [20]:
def y_hat_sum_of_squared(x,betas):
    return x.multiply(betas,axis=1).sum(axis=1)
In [21]:
def cost_sum_of_squared(x,y,betas):
    y_hat=y_hat_sum_of_squared(x,betas)
    Cost_function_value = (((y_hat.subtract(y,axis='rows')).apply(lambda x: x**2)).sum())/(2*(len(y)))
    return Cost_function_value
In [22]:
#def initialize_betas(train,ub,lb):
#    beta=[]
#    for i in range(len(train.columns)):
#        beta.append(random.uniform(ub,lb))
#    return pd.Series(beta,index=train.columns)
In [23]:
def y_hat_sigmoid(x,betas):
    y=x.multiply(betas,axis=1).sum(axis=1)
    y_hat=y.apply(lambda x: 1/(1+math.exp(-x)))
    return y_hat
In [24]:
def cost_sigmoid(x,y,betas):
    y_hat=y_hat_sigmoid(x,betas)
    y_0=y.multiply((y_hat.apply(lambda x: math.log(x))))
    y_1=(y.apply(lambda x: 1-x)).multiply((y_hat.apply(lambda x: math.log(1-x))))
    Cost_function_value = ((y_0.add(y_1)).sum())*(-1/(len(y)))
    return Cost_function_value
In [25]:
def update_betas(flag,x,y,betas,alpha):
    if flag=='lr':
        y_hat=y_hat_sum_of_squared(x,betas)
    elif flag=='lgr':
        y_hat=y_hat_sigmoid(x,betas)
    new_betas=betas.subtract((((x.multiply(y_hat.subtract(y,axis='rows'),axis=0)).sum())/len(y))*alpha,axis='rows')
    return new_betas
In [26]:
def batch_gradient_descent_v3(flag,x_train,y_train,x_test,y_test,alpha,criteria,max_runs):
    #### Initialize betas
    betas=pd.Series(0,index=x_train.columns)
    initial_beta=betas
        
    ### In function variables
    graph=pd.DataFrame(columns=['Cost_train','Cost_test','Iteration','Alpha','Convergence_criteria','Accuracy'])
    a=0
    
    if flag=='lr':
              
        for i in range(max_runs):
            ## Training Cost Calculation
            cost_train=cost_sum_of_squared(x_train,y_train,betas)
            
            ## Test Cost Calculation
            cost_test=cost_sum_of_squared(x_test,y_test,betas)
            
            #### Appending data graph variable
            graph=graph.append({'Cost_train':cost_train,'Cost_test':cost_test,'Iteration':a+1,
                                'Alpha':alpha,'Convergence_criteria':criteria,'Accuracy':0},ignore_index=True)
            
            ## Update Rule
            betas=update_betas(flag,x_train,y_train,betas,alpha)
            
            a+=1
            print("Iteration : ",a," Cost train: ",graph['Cost_train'].iloc[-1]," Cost test: ",graph['Cost_test'].iloc[-1])
            if a>1:
                if(graph['Cost_train'].iloc[-2]-graph['Cost_train'].iloc[-1])<0:
                    print('Cost Function Increasing with iteration')
                    print('Alpha value too large')
                    break
                elif(graph['Cost_train'].iloc[-2]-graph['Cost_train'].iloc[-1])<=criteria :
                    print('Convergence Achieved at ',graph['Iteration'].iloc[-1],' iteration')
                    print('Cost Minima Found : ',graph['Cost_train'].iloc[-1])
                    print('Betas : ')
                    print(betas)
                    break
            else: continue
    
    elif flag=='lgr':
               
        for i in range(max_runs):
            ## Training Cost Calculation
            cost_train=cost_sigmoid(x_train,y_train,betas)
            
            ## Test Cost Calculation
            cost_test=cost_sigmoid(x_test,y_test,betas)
            
            ## Accuracy test
            result=pd.concat([y_test,y_hat_sigmoid(x_test,betas).apply(lambda x: 0 if x<0.5 else 1)],axis=1) ## Alpha=4
            result['prediction']=np.where(result['Appliances']==result[0],'good','bad')
            Correct_pred=result[result['prediction']=='good']['prediction'].count()
            Total_pred=result.shape[0]
            Acc=Correct_pred/Total_pred
                      
            #### Appending data graph variable
            graph=graph.append({'Cost_train':cost_train,'Cost_test':cost_test,'Iteration':a+1,
                                'Alpha':alpha,'Convergence_criteria':criteria,'Accuracy':Acc},
                               ignore_index=True)
            
            ## Update Rule
            betas=update_betas(flag,x_train,y_train,betas,alpha)
            
            a+=1
            print("Iteration : ",a," Cost train: ",graph['Cost_train'].iloc[-1]," Cost test: ",
                  graph['Cost_test'].iloc[-1]," Accuracy: ",graph['Accuracy'].iloc[-1])
            if a>1:
                if(graph['Cost_train'].iloc[-2]-graph['Cost_train'].iloc[-1])<=0:
                    print('Cost Function Increasing with iteration')
                    print('Alpha value too large')
                    break
                #elif(graph['Cost_train'].iloc[-2]-graph['Cost_train'].iloc[-1])<=criteria :
                #    print('Convergence Achieved at ',graph['Iteration'].iloc[-1],' iteration')
                #    print('Cost Minima Found : ',graph['Cost_train'].iloc[-1])
                #    print('Betas : ')
                #    print(betas)
                #    break
            else: continue
    return initial_beta,betas,graph

Linear Regression with Initial input Parameters

In [27]:
initial_params,params,graph=batch_gradient_descent_v3('lr',x_train,y_train,x_test,y_test,0.01,0.01,100000)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6004.921595392998  Cost test:  6146.140784354759
Iteration :  3  Cost train:  5866.6459199546825  Cost test:  6006.525970946973
Iteration :  4  Cost train:  5733.8396173644505  Cost test:  5872.407245918736
Iteration :  5  Cost train:  5606.286349003106  Cost test:  5743.56773832182
Iteration :  6  Cost train:  5483.778333429736  Cost test:  5619.799144966726
Iteration :  7  Cost train:  5366.116007906323  Cost test:  5500.901391738041
Iteration :  8  Cost train:  5253.107703310571  Cost test:  5386.682308302158
Iteration :  9  Cost train:  5144.569331907452  Cost test:  5276.957315677658
Iteration :  10  Cost train:  5040.324087470774  Cost test:  5171.549126159725
Iteration :  11  Cost train:  4940.202157266335  Cost test:  5070.287455109965
Iteration :  12  Cost train:  4844.040445427434  Cost test:  4973.008744142392
Iteration :  13  Cost train:  4751.682307272158  Cost test:  4879.555895254906
Iteration :  14  Cost train:  4662.977294129624  Cost test:  4789.7780154733655
Iteration :  15  Cost train:  4577.780908259506  Cost test:  4703.530171592525
Iteration :  16  Cost train:  4495.954367465604  Cost test:  4620.673154614529
Iteration :  17  Cost train:  4417.364379020042  Cost test:  4541.073253501451
Iteration :  18  Cost train:  4341.8829225297695  Cost test:  4464.602037873537
Iteration :  19  Cost train:  4269.387041391689  Cost test:  4391.136149299365
Iteration :  20  Cost train:  4199.758642496697  Cost test:  4320.557100838167
Iteration :  21  Cost train:  4132.884303856324  Cost test:  4252.751084507926
Iteration :  22  Cost train:  4068.6550898386313  Cost test:  4187.608786365859
Iteration :  23  Cost train:  4006.966373712364  Cost test:  4125.025208900202
Iteration :  24  Cost train:  3947.717667210289  Cost test:  4064.8995004441986
Iteration :  25  Cost train:  3890.8124568340877  Cost test:  4007.134791334559
Iteration :  26  Cost train:  3836.1580466341297  Cost test:  3951.6380365477057
Iteration :  27  Cost train:  3783.665407208026  Cost test:  3898.3198645576217
Iteration :  28  Cost train:  3733.249030671973  Cost test:  3847.0944321692555
Iteration :  29  Cost train:  3684.826791368649  Cost test:  3797.8792850912046
Iteration :  30  Cost train:  3638.3198120847424  Cost test:  3750.595224020697
Iteration :  31  Cost train:  3593.652335560183  Cost test:  3705.1661760228926
Iteration :  32  Cost train:  3550.7516010797776  Cost test:  3661.519070995141
Iteration :  33  Cost train:  3509.5477259462036  Cost test:  3619.5837230151287
Iteration :  34  Cost train:  3469.9735916412856  Cost test:  3579.2927163797576
Iteration :  35  Cost train:  3431.9647344901123  Cost test:  3540.5812961492934
Iteration :  36  Cost train:  3395.45924064989  Cost test:  3503.3872630186083
Iteration :  37  Cost train:  3360.3976452524594  Cost test:  3467.6508723444235
Iteration :  38  Cost train:  3326.722835536189  Cost test:  3433.314737164195
Iteration :  39  Cost train:  3294.3799578094436  Cost test:  3400.323735048811
Iteration :  40  Cost train:  3263.316328094071  Cost test:  3368.624918637502
Iteration :  41  Cost train:  3233.4813463033447  Cost test:  3338.1674297093473
Iteration :  42  Cost train:  3204.8264138145623  Cost test:  3308.9024166515455
Iteration :  43  Cost train:  3177.304854302024  Cost test:  3280.7829551901277
Iteration :  44  Cost train:  3150.871837701421  Cost test:  3253.7639722541066
Iteration :  45  Cost train:  3125.484307181789  Cost test:  3227.8021728491676
Iteration :  46  Cost train:  3101.1009090060456  Cost test:  3202.855969821898
Iteration :  47  Cost train:  3077.6819251658667  Cost test:  3178.885416400252
Iteration :  48  Cost train:  3055.18920868116  Cost test:  3155.8521414004886
Iteration :  49  Cost train:  3033.5861214587376  Cost test:  3133.7192869951423
Iteration :  50  Cost train:  3012.8374746089644  Cost test:  3112.4514489407575
Iteration :  51  Cost train:  2992.909471123154  Cost test:  3092.0146191681406
Iteration :  52  Cost train:  2973.76965081833  Cost test:  3072.3761306417014
Iteration :  53  Cost train:  2955.386837459682  Cost test:  3053.504604398179
Iteration :  54  Cost train:  2937.731087974561  Cost test:  3035.369898678569
Iteration :  55  Cost train:  2920.773643675298  Cost test:  3017.943060070506
Iteration :  56  Cost train:  2904.48688341138  Cost test:  3001.1962765815842
Iteration :  57  Cost train:  2888.8442785746706  Cost test:  2985.102832567303
Iteration :  58  Cost train:  2873.820349884382  Cost test:  2969.6370654402835
Iteration :  59  Cost train:  2859.390625881394  Cost test:  2954.774324090342
Iteration :  60  Cost train:  2845.531603064316  Cost test:  2940.4909289477773
Iteration :  61  Cost train:  2832.220707602349  Cost test:  2926.7641336248967
Iteration :  62  Cost train:  2819.436258562573  Cost test:  2913.572088073395
Iteration :  63  Cost train:  2807.157432591769  Cost test:  2900.8938031976477
Iteration :  64  Cost train:  2795.3642299952344  Cost test:  2888.7091168663505
Iteration :  65  Cost train:  2784.037442157336  Cost test:  2876.9986612672437
Iteration :  66  Cost train:  2773.1586202507224  Cost test:  2865.743831551801
Iteration :  67  Cost train:  2762.71004518324  Cost test:  2854.926755718893
Iteration :  68  Cost train:  2752.6746987335814  Cost test:  2844.5302656884446
Iteration :  69  Cost train:  2743.0362358286443  Cost test:  2834.5378695180407
Iteration :  70  Cost train:  2733.7789579174555  Cost test:  2824.9337247172944
Iteration :  71  Cost train:  2724.8877873982747  Cost test:  2815.7026126165824
Iteration :  72  Cost train:  2716.348243057222  Cost test:  2806.8299137484623
Iteration :  73  Cost train:  2708.1464164784193  Cost test:  2798.3015842017426
Iteration :  74  Cost train:  2700.2689493872194  Cost test:  2790.1041329097534
Iteration :  75  Cost train:  2692.703011889614  Cost test:  2782.2245998358876
Iteration :  76  Cost train:  2685.4362815723707  Cost test:  2774.650535020942
Iteration :  77  Cost train:  2678.4569234298565  Cost test:  2767.3699784581954
Iteration :  78  Cost train:  2671.7535705848445  Cost test:  2760.3714407635002
Iteration :  79  Cost train:  2665.3153057719037  Cost test:  2753.643884608958
Iteration :  80  Cost train:  2659.1316435532035  Cost test:  2747.17670689001
Iteration :  81  Cost train:  2653.1925132377614  Cost test:  2740.959721596929
Iteration :  82  Cost train:  2647.488242476319  Cost test:  2734.983143362893
Iteration :  83  Cost train:  2642.009541505109  Cost test:  2729.237571661886
Iteration :  84  Cost train:  2636.7474880128575  Cost test:  2723.7139756307342
Iteration :  85  Cost train:  2631.69351260636  Cost test:  2718.4036794906256
Iteration :  86  Cost train:  2626.839384850966  Cost test:  2713.2983485444033
Iteration :  87  Cost train:  2622.1771998632244  Cost test:  2708.389975726879
Iteration :  88  Cost train:  2617.699365433848  Cost test:  2703.670868686319
Iteration :  89  Cost train:  2613.398589660024  Cost test:  2699.133637376089
Iteration :  90  Cost train:  2609.2678690669286  Cost test:  2694.7711821363196
Iteration :  91  Cost train:  2605.300477199083  Cost test:  2690.576682246201
Iteration :  92  Cost train:  2601.489953662975  Cost test:  2686.543584928328
Iteration :  93  Cost train:  2597.8300936030996  Cost test:  2682.665594787219
Iteration :  94  Cost train:  2594.31493759426  Cost test:  2678.9366636648474
Iteration :  95  Cost train:  2590.9387619336862  Cost test:  2675.3509808967187
Iteration :  96  Cost train:  2587.6960693171372  Cost test:  2671.902963952649
Iteration :  97  Cost train:  2584.5815798838057  Cost test:  2668.5872494470545
Iteration :  98  Cost train:  2581.5902226154412  Cost test:  2665.3986845041427
Iteration :  99  Cost train:  2578.7171270756735  Cost test:  2662.3323184639844
Iteration :  100  Cost train:  2575.957615476088  Cost test:  2659.3833949159903
Iteration :  101  Cost train:  2573.3071950561175  Cost test:  2656.547344046871
Iteration :  102  Cost train:  2570.7615507643513  Cost test:  2653.819775290629
Iteration :  103  Cost train:  2568.316538229325  Cost test:  2651.1964702686746
Iteration :  104  Cost train:  2565.9681770083535  Cost test:  2648.673376008581
Iteration :  105  Cost train:  2563.712644103398  Cost test:  2646.2465984304827
Iteration :  106  Cost train:  2561.546267733415  Cost test:  2643.9123960905363
Iteration :  107  Cost train:  2559.4655213530336  Cost test:  2641.667174171291
Iteration :  108  Cost train:  2557.4670179078253  Cost test:  2639.507478709208
Iteration :  109  Cost train:  2555.547504316797  Cost test:  2637.4299910499662
Iteration :  110  Cost train:  2553.7038561731356  Cost test:  2635.431522522551
Iteration :  111  Cost train:  2551.933072654555  Cost test:  2633.509009323483
Iteration :  112  Cost train:  2550.2322716349654  Cost test:  2631.659507602889
Iteration :  113  Cost train:  2548.5986849894994  Cost test:  2629.880188744436
Iteration :  114  Cost train:  2547.0296540852414  Cost test:  2628.168334831474
Iteration :  115  Cost train:  2545.522625450325  Cost test:  2626.521334292032
Iteration :  116  Cost train:  2544.075146614332  Cost test:  2624.9366777155997
Iteration :  117  Cost train:  2542.684862113225  Cost test:  2623.4119538349114
Iteration :  118  Cost train:  2541.3495096523043  Cost test:  2621.944845666215
Iteration :  119  Cost train:  2540.0669164209344  Cost test:  2620.533126801767
Iteration :  120  Cost train:  2538.834995553043  Cost test:  2619.174657848539
Iteration :  121  Cost train:  2537.6517427276217  Cost test:  2617.867383007358
Iteration :  122  Cost train:  2536.5152329036896  Cost test:  2616.609326786948
Iteration :  123  Cost train:  2535.4236171844123  Cost test:  2615.398590847524
Iteration :  124  Cost train:  2534.3751198052487  Cost test:  2614.2333509688433
Iteration :  125  Cost train:  2533.3680352412375  Cost test:  2613.111854137787
Iteration :  126  Cost train:  2532.4007254287053  Cost test:  2612.03241575075
Iteration :  127  Cost train:  2531.4716170968577  Cost test:  2610.9934169263147
Iteration :  128  Cost train:  2530.5791992049317  Cost test:  2609.9933019238542
Iteration :  129  Cost train:  2529.722020480714  Cost test:  2609.0305756638654
Iteration :  130  Cost train:  2528.8986870564177  Cost test:  2608.103801346039
Iteration :  131  Cost train:  2528.1078601980807  Cost test:  2607.2115981611882
Iteration :  132  Cost train:  2527.348254124771  Cost test:  2606.3526390933507
Iteration :  133  Cost train:  2526.61863391405  Cost test:  2605.5256488084733
Iteration :  134  Cost train:  2525.9178134902904  Cost test:  2604.7294016262963
Iteration :  135  Cost train:  2525.24465369256  Cost test:  2603.9627195721328
Iteration :  136  Cost train:  2524.5980604189335  Cost test:  2603.2244705053845
Iteration :  137  Cost train:  2523.976982844204  Cost test:  2602.513566321786
Iteration :  138  Cost train:  2523.3804117080876  Cost test:  2601.8289612264484
Iteration :  139  Cost train:  2522.8073776711453  Cost test:  2601.169650074913
Iteration :  140  Cost train:  2522.256949735731  Cost test:  2600.534666779539
Iteration :  141  Cost train:  2521.7282337293973  Cost test:  2599.9230827786323
Iteration :  142  Cost train:  2521.2203708482916  Cost test:  2599.3340055658578
Iteration :  143  Cost train:  2520.7325362581682  Cost test:  2598.766577277534
Iteration :  144  Cost train:  2520.263937750734  Cost test:  2598.2199733355446
Iteration :  145  Cost train:  2519.8138144531445  Cost test:  2597.693401143668
Iteration :  146  Cost train:  2519.381435588544  Cost test:  2597.1860988352073
Iteration :  147  Cost train:  2518.9660992856293  Cost test:  2596.697334069911
Iteration :  148  Cost train:  2518.5671314353094  Cost test:  2596.2264028782292
Iteration :  149  Cost train:  2518.183884592577  Cost test:  2595.772628551043
Iteration :  150  Cost train:  2517.815736921827  Cost test:  2595.3353605730745
Iteration :  151  Cost train:  2517.462091183885  Cost test:  2594.913973598244
Iteration :  152  Cost train:  2517.122373763108  Cost test:  2594.5078664653383
Iteration :  153  Cost train:  2516.7960337329655  Cost test:  2594.1164612523835
Iteration :  154  Cost train:  2516.482541958583  Cost test:  2593.739202368201
Iteration :  155  Cost train:  2516.18139023478  Cost test:  2593.375555679687
Iteration :  156  Cost train:  2515.892090458208  Cost test:  2593.025007673393
Iteration :  157  Cost train:  2515.614173832229  Cost test:  2592.6870646500715
Iteration :  158  Cost train:  2515.34719010325  Cost test:  2592.3612519508724
Iteration :  159  Cost train:  2515.0907068272586  Cost test:  2592.0471132139514
Iteration :  160  Cost train:  2514.8443086653733  Cost test:  2591.744209660286
Iteration :  161  Cost train:  2514.6075967072584  Cost test:  2591.4521194075496
Iteration :  162  Cost train:  2514.3801878213003  Cost test:  2591.170436810947
Iteration :  163  Cost train:  2514.1617140304866  Cost test:  2590.8987718299218
Iteration :  164  Cost train:  2513.9518219129714  Cost test:  2590.6367494197534
Iteration :  165  Cost train:  2513.7501720263544  Cost test:  2590.3840089470277
Iteration :  166  Cost train:  2513.5564383547294  Cost test:  2590.140203628069
Iteration :  167  Cost train:  2513.370307777604  Cost test:  2589.904999989403
Iteration :  168  Cost train:  2513.191479559829  Cost test:  2589.678077349408
Iteration :  169  Cost train:  2513.0196648617  Cost test:  2589.4591273202927
Iteration :  170  Cost train:  2512.8545862684396  Cost test:  2589.24785332963
Iteration :  171  Cost train:  2512.695977338289  Cost test:  2589.0439701606456
Iteration :  172  Cost train:  2512.543582168475  Cost test:  2588.8472035105488
Iteration :  173  Cost train:  2512.3971549783455  Cost test:  2588.6572895661757
Iteration :  174  Cost train:  2512.2564597089927  Cost test:  2588.4739745962756
Iteration :  175  Cost train:  2512.1212696387142  Cost test:  2588.29701455978
Iteration :  176  Cost train:  2511.9913670136852  Cost test:  2588.1261747294225
Iteration :  177  Cost train:  2511.8665426932357  Cost test:  2587.961229330112
Iteration :  178  Cost train:  2511.746595809162  Cost test:  2587.801961191472
Iteration :  179  Cost train:  2511.6313334385154  Cost test:  2587.6481614139907
Iteration :  180  Cost train:  2511.5205702893263  Cost test:  2587.499629048251
Iteration :  181  Cost train:  2511.4141283987688  Cost test:  2587.356170786712
Iteration :  182  Cost train:  2511.3118368432556  Cost test:  2587.2176006675677
Iteration :  183  Cost train:  2511.213531460008  Cost test:  2587.0837397901887
Iteration :  184  Cost train:  2511.1190545796335  Cost test:  2586.9544160417045
Iteration :  185  Cost train:  2511.0282547692805  Cost test:  2586.8294638342795
Iteration :  186  Cost train:  2510.940986585959  Cost test:  2586.7087238526706
Iteration :  187  Cost train:  2510.8571103396093  Cost test:  2586.5920428116515
Iteration :  188  Cost train:  2510.776491865553  Cost test:  2586.4792732229266
Iteration :  189  Cost train:  2510.6990023059348  Cost test:  2586.370273171153
Iteration :  190  Cost train:  2510.6245178998142  Cost test:  2586.2649060987137
Iteration :  191  Cost train:  2510.5529197815604  Cost test:  2586.1630405989076
Iteration :  192  Cost train:  2510.48409378722  Cost test:  2586.064550217209
Iteration :  193  Cost train:  2510.4179302685434  Cost test:  2585.969313260294
Iteration :  194  Cost train:  2510.3543239143705  Cost test:  2585.877212612517
Iteration :  195  Cost train:  2510.2931735790758  Cost test:  2585.788135559559
Iteration :  196  Cost train:  2510.2343821178056  Cost test:  2585.7019736189504
Iteration :  197  Cost train:  2510.177856228226  Cost test:  2585.6186223772047
Iteration :  198  Cost train:  2510.123506298537  Cost test:  2585.53798133331
Iteration :  199  Cost train:  2510.0712462614924  Cost test:  2585.459953748317
Iteration :  200  Cost train:  2510.0209934542004  Cost test:  2585.3844465007905
Iteration :  201  Cost train:  2509.97266848346  Cost test:  2585.3113699478968
Iteration :  202  Cost train:  2509.9261950964337  Cost test:  2585.2406377918987
Iteration :  203  Cost train:  2509.8815000564323  Cost test:  2585.1721669518497
Iteration :  204  Cost train:  2509.8385130236115  Cost test:  2585.105877440287
Iteration :  205  Cost train:  2509.797166440387  Cost test:  2585.0416922447166
Iteration :  206  Cost train:  2509.7573954213863  Cost test:  2584.9795372137173
Iteration :  207  Cost train:  2509.7191376477467  Cost test:  2584.919340947467
Iteration :  208  Cost train:  2509.682333265603  Cost test:  2584.8610346925325
Iteration :  209  Cost train:  2509.646924788582  Cost test:  2584.80455224074
Iteration :  210  Cost train:  2509.6128570041574  Cost test:  2584.749829831984
Iteration :  211  Cost train:  2509.580076883712  Cost test:  2584.6968060608015
Iteration :  212  Cost train:  2509.548533496151  Cost test:  2584.645421786585
Iteration :  213  Cost train:  2509.5181779249347  Cost test:  2584.595620047266
Iteration :  214  Cost train:  2509.4889631883984  Cost test:  2584.547345976361
Iteration :  215  Cost train:  2509.4608441632145  Cost test:  2584.500546723225
Iteration :  216  Cost train:  2509.4337775108893  Cost test:  2584.4551713764017
Iteration :  217  Cost train:  2509.407721607163  Cost test:  2584.41117088994
Iteration :  218  Cost train:  2509.3826364742063  Cost test:  2584.36849801257
Iteration :  219  Cost train:  2509.358483715494  Cost test:  2584.327107219615
Iteration :  220  Cost train:  2509.3352264532587  Cost test:  2584.286954647543
Iteration :  221  Cost train:  2509.312829268417  Cost test:  2584.247998031049
Iteration :  222  Cost train:  2509.291258142871  Cost test:  2584.2101966425694
Iteration :  223  Cost train:  2509.2704804040945  Cost test:  2584.173511234137
Iteration :  224  Cost train:  2509.250464671907  Cost test:  2584.137903981477
Iteration :  225  Cost train:  2509.231180807359  Cost test:  2584.1033384302686
Iteration :  226  Cost train:  2509.2125998636325  Cost test:  2584.0697794444773
Iteration :  227  Cost train:  2509.194694038888  Cost test:  2584.037193156676
Iteration :  228  Cost train:  2509.1774366309755  Cost test:  2584.0055469202953
Iteration :  229  Cost train:  2509.160801993937  Cost test:  2583.9748092636964
Iteration :  230  Cost train:  2509.1447654962294  Cost test:  2583.944949846028
Iteration :  231  Cost train:  2509.129303480597  Cost test:  2583.9159394147755
Iteration :  232  Cost train:  2509.1143932255395  Cost test:  2583.887749764944
Iteration :  233  Cost train:  2509.1000129082936  Cost test:  2583.8603536998153
Iteration :  234  Cost train:  2509.0861415692843  Cost test:  2583.8337249932074
Iteration :  235  Cost train:  2509.0727590779875  Cost test:  2583.8078383531893
Iteration :  236  Cost train:  2509.0598461001287  Cost test:  2583.7826693871884
Iteration :  237  Cost train:  2509.047384066194  Cost test:  2583.758194568432
Iteration :  238  Cost train:  2509.0353551411777  Cost test:  2583.73439120368
Iteration :  239  Cost train:  2509.0237421955308  Cost test:  2583.711237402198
Iteration :  240  Cost train:  2509.0125287772544  Cost test:  2583.6887120459087
Iteration :  241  Cost train:  2509.0016990851027  Cost test:  2583.6667947606966
Iteration :  242  Cost train:  2508.9912379428406  Cost test:  2583.6454658888033
Iteration :  243  Cost train:  2508.9811307745204  Cost test:  2583.6247064622826
Iteration :  244  Cost train:  2508.9713635807425  Cost test:  2583.6044981774653
Convergence Achieved at  244.0  iteration
Cost Minima Found :  2508.9713635807425
Betas : 
X0             42.409463
T1              1.216730
RH_1            2.266395
T2              1.177598
RH_2            2.156583
T3              1.262312
RH_3            2.168333
T4              1.171987
RH_4            2.138609
T5              1.086625
RH_5            2.711602
RH_6            2.322392
T7              1.133409
RH_7            1.853996
T8              1.239049
RH_8            2.206655
RH_9            2.208502
T_out           0.534300
Press_mm_hg    41.517579
RH_out          3.816893
Windspeed       0.268481
Tdewpoint       0.217483
dtype: float64

Plot Cost Vs Iteration with initial input parameter

In [28]:
fig=go.Figure()
fig.add_trace(go.Scatter(y=graph['Cost_train'],
                         x=graph['Iteration'],
                         mode='lines',
                         name='Train'))
fig.add_trace(go.Scatter(y=graph['Cost_test'],
                         x=graph['Iteration'],
                         mode='lines',
                         name='Test'))
fig.update_layout(title='Cost Vs Iteration',
                   xaxis_title='Iteration',
                   yaxis_title='Cost')
fig.show()

Determine best Alpha(Experiment 1)

In [68]:
x=[0.001,0.003,0.005,0.01,0.05,0.5,1]
minima=pd.DataFrame(columns=['Alpha','Cost_test','Iteration'])
for i in x:
    initial_params,params,graph=batch_gradient_descent_v3('lr',x_train,y_train,x_test,y_test,i,0.01,100000)
    minima=minima.append(graph[['Alpha','Cost_test','Iteration']],ignore_index=True)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6134.364134792519  Cost test:  6276.8130823934025
Iteration :  3  Cost train:  6119.894362772303  Cost test:  6262.206944961773
Iteration :  4  Cost train:  6105.482344391204  Cost test:  6247.658833199511
Iteration :  5  Cost train:  6091.127849132951  Cost test:  6233.168516048373
Iteration :  6  Cost train:  6076.830647401346  Cost test:  6218.735763371273
Iteration :  7  Cost train:  6062.590510516595  Cost test:  6204.360345948607
Iteration :  8  Cost train:  6048.407210711653  Cost test:  6190.042035474587
Iteration :  9  Cost train:  6034.280521128573  Cost test:  6175.780604553596
Iteration :  10  Cost train:  6020.210215814887  Cost test:  6161.575826696563
Iteration :  11  Cost train:  6006.196069719985  Cost test:  6147.427476317343
Iteration :  12  Cost train:  5992.237858691518  Cost test:  6133.335328729115
Iteration :  13  Cost train:  5978.3353594718155  Cost test:  6119.299160140798
Iteration :  14  Cost train:  5964.488349694307  Cost test:  6105.318747653472
Iteration :  15  Cost train:  5950.696607879973  Cost test:  6091.393869256827
Iteration :  16  Cost train:  5936.959913433797  Cost test:  6077.524303825608
Iteration :  17  Cost train:  5923.278046641241  Cost test:  6063.7098311160935
Iteration :  18  Cost train:  5909.65078866473  Cost test:  6049.950231762579
Iteration :  19  Cost train:  5896.077921540145  Cost test:  6036.245287273869
Iteration :  20  Cost train:  5882.559228173354  Cost test:  6022.594780029787
Iteration :  21  Cost train:  5869.0944923367215  Cost test:  6008.998493277715
Iteration :  22  Cost train:  5855.683498665657  Cost test:  5995.456211129115
Iteration :  23  Cost train:  5842.32603265517  Cost test:  5981.967718556097
Iteration :  24  Cost train:  5829.021880656442  Cost test:  5968.532801387972
Iteration :  25  Cost train:  5815.770829873406  Cost test:  5955.151246307844
Iteration :  26  Cost train:  5802.572668359342  Cost test:  5941.822840849204
Iteration :  27  Cost train:  5789.427185013487  Cost test:  5928.547373392528
Iteration :  28  Cost train:  5776.3341695776635  Cost test:  5915.32463316191
Iteration :  29  Cost train:  5763.29341263291  Cost test:  5902.154410221686
Iteration :  30  Cost train:  5750.304705596133  Cost test:  5889.036495473092
Iteration :  31  Cost train:  5737.367840716775  Cost test:  5875.970680650921
Iteration :  32  Cost train:  5724.4826110734875  Cost test:  5862.956758320199
Iteration :  33  Cost train:  5711.64881057082  Cost test:  5849.994521872871
Iteration :  34  Cost train:  5698.866233935927  Cost test:  5837.083765524506
Iteration :  35  Cost train:  5686.134676715285  Cost test:  5824.224284311011
Iteration :  36  Cost train:  5673.453935271416  Cost test:  5811.415874085355
Iteration :  37  Cost train:  5660.823806779641  Cost test:  5798.658331514316
Iteration :  38  Cost train:  5648.244089224825  Cost test:  5785.951454075229
Iteration :  39  Cost train:  5635.714581398155  Cost test:  5773.295040052758
Iteration :  40  Cost train:  5623.235082893912  Cost test:  5760.68888853567
Iteration :  41  Cost train:  5610.8053941062735  Cost test:  5748.132799413633
Iteration :  42  Cost train:  5598.425316226118  Cost test:  5735.626573374017
Iteration :  43  Cost train:  5586.0946512378505  Cost test:  5723.170011898718
Iteration :  44  Cost train:  5573.813201916218  Cost test:  5710.762917260979
Iteration :  45  Cost train:  5561.580771823178  Cost test:  5698.405092522244
Iteration :  46  Cost train:  5549.39716530474  Cost test:  5686.096341529005
Iteration :  47  Cost train:  5537.2621874878405  Cost test:  5673.836468909681
Iteration :  48  Cost train:  5525.175644277233  Cost test:  5661.6252800714865
Iteration :  49  Cost train:  5513.137342352372  Cost test:  5649.462581197335
Iteration :  50  Cost train:  5501.147089164326  Cost test:  5637.34817924274
Iteration :  51  Cost train:  5489.204692932701  Cost test:  5625.281881932735
Iteration :  52  Cost train:  5477.309962642568  Cost test:  5613.263497758804
Iteration :  53  Cost train:  5465.462708041411  Cost test:  5601.2928359758225
Iteration :  54  Cost train:  5453.662739636082  Cost test:  5589.369706599017
Iteration :  55  Cost train:  5441.9098686897705  Cost test:  5577.493920400924
Iteration :  56  Cost train:  5430.2039072189855  Cost test:  5565.66528890838
Iteration :  57  Cost train:  5418.544667990544  Cost test:  5553.883624399503
Iteration :  58  Cost train:  5406.93196451859  Cost test:  5542.1487399007
Iteration :  59  Cost train:  5395.365611061592  Cost test:  5530.460449183683
Iteration :  60  Cost train:  5383.845422619388  Cost test:  5518.8185667624975
Iteration :  61  Cost train:  5372.371214930215  Cost test:  5507.222907890555
Iteration :  62  Cost train:  5360.942804467774  Cost test:  5495.673288557691
Iteration :  63  Cost train:  5349.560008438285  Cost test:  5484.169525487226
Iteration :  64  Cost train:  5338.222644777564  Cost test:  5472.711436133034
Iteration :  65  Cost train:  5326.930532148116  Cost test:  5461.298838676637
Iteration :  66  Cost train:  5315.683489936229  Cost test:  5449.931552024297
Iteration :  67  Cost train:  5304.481338249088  Cost test:  5438.609395804127
Iteration :  68  Cost train:  5293.3238979119  Cost test:  5427.332190363216
Iteration :  69  Cost train:  5282.2109904650215  Cost test:  5416.099756764746
Iteration :  70  Cost train:  5271.14243816111  Cost test:  5404.911916785161
Iteration :  71  Cost train:  5260.118063962278  Cost test:  5393.768492911296
Iteration :  72  Cost train:  5249.137691537264  Cost test:  5382.6693083375585
Iteration :  73  Cost train:  5238.201145258606  Cost test:  5371.6141869631065
Iteration :  74  Cost train:  5227.308250199841  Cost test:  5360.60295338903
Iteration :  75  Cost train:  5216.458832132701  Cost test:  5349.635432915555
Iteration :  76  Cost train:  5205.652717524326  Cost test:  5338.711451539256
Iteration :  77  Cost train:  5194.8897335344955  Cost test:  5327.830835950279
Iteration :  78  Cost train:  5184.169708012852  Cost test:  5316.993413529569
Iteration :  79  Cost train:  5173.492469496159  Cost test:  5306.199012346125
Iteration :  80  Cost train:  5162.8578472055515  Cost test:  5295.447461154244
Iteration :  81  Cost train:  5152.265671043808  Cost test:  5284.738589390796
Iteration :  82  Cost train:  5141.715771592625  Cost test:  5274.0722271725
Iteration :  83  Cost train:  5131.207980109914  Cost test:  5263.448205293208
Iteration :  84  Cost train:  5120.742128527098  Cost test:  5252.866355221211
Iteration :  85  Cost train:  5110.318049446427  Cost test:  5242.3265090965415
Iteration :  86  Cost train:  5099.935576138289  Cost test:  5231.8284997283
Iteration :  87  Cost train:  5089.594542538564  Cost test:  5221.3721605919845
Iteration :  88  Cost train:  5079.294783245944  Cost test:  5210.957325826831
Iteration :  89  Cost train:  5069.036133519308  Cost test:  5200.583830233168
Iteration :  90  Cost train:  5058.818429275076  Cost test:  5190.251509269778
Iteration :  91  Cost train:  5048.6415070845815  Cost test:  5179.960199051274
Iteration :  92  Cost train:  5038.505204171471  Cost test:  5169.70973634548
Iteration :  93  Cost train:  5028.409358409084  Cost test:  5159.49995857083
Iteration :  94  Cost train:  5018.353808317874  Cost test:  5149.330703793768
Iteration :  95  Cost train:  5008.338393062817  Cost test:  5139.201810726167
Iteration :  96  Cost train:  4998.362952450841  Cost test:  5129.113118722755
Iteration :  97  Cost train:  4988.427326928264  Cost test:  5119.064467778544
Iteration :  98  Cost train:  4978.531357578245  Cost test:  5109.055698526289
Iteration :  99  Cost train:  4968.674886118235  Cost test:  5099.086652233932
Iteration :  100  Cost train:  4958.857754897453  Cost test:  5089.1571708020765
Iteration :  101  Cost train:  4949.0798068943595  Cost test:  5079.267096761459
Iteration :  102  Cost train:  4939.340885714147  Cost test:  5069.416273270437
Iteration :  103  Cost train:  4929.640835586237  Cost test:  5059.604544112491
Iteration :  104  Cost train:  4919.9795013617895  Cost test:  5049.831753693722
Iteration :  105  Cost train:  4910.356728511222  Cost test:  5040.097747040375
Iteration :  106  Cost train:  4900.772363121738  Cost test:  5030.402369796365
Iteration :  107  Cost train:  4891.226251894862  Cost test:  5020.745468220809
Iteration :  108  Cost train:  4881.71824214399  Cost test:  5011.126889185576
Iteration :  109  Cost train:  4872.24818179195  Cost test:  5001.546480172844
Iteration :  110  Cost train:  4862.815919368562  Cost test:  4992.004089272664
Iteration :  111  Cost train:  4853.421304008225  Cost test:  4982.499565180531
Iteration :  112  Cost train:  4844.064185447495  Cost test:  4973.032757194979
Iteration :  113  Cost train:  4834.744414022687  Cost test:  4963.60351521517
Iteration :  114  Cost train:  4825.461840667478  Cost test:  4954.211689738496
Iteration :  115  Cost train:  4816.216316910526  Cost test:  4944.857131858197
Iteration :  116  Cost train:  4807.007694873094  Cost test:  4935.5396932609865
Iteration :  117  Cost train:  4797.83582726668  Cost test:  4926.259226224676
Iteration :  118  Cost train:  4788.70056739067  Cost test:  4917.015583615829
Iteration :  119  Cost train:  4779.601769129983  Cost test:  4907.808618887402
Iteration :  120  Cost train:  4770.53928695274  Cost test:  4898.638186076412
Iteration :  121  Cost train:  4761.512975907936  Cost test:  4889.5041398016065
Iteration :  122  Cost train:  4752.522691623114  Cost test:  4880.40633526114
Iteration :  123  Cost train:  4743.568290302064  Cost test:  4871.3446282302675
Iteration :  124  Cost train:  4734.649628722523  Cost test:  4862.31887505904
Iteration :  125  Cost train:  4725.766564233873  Cost test:  4853.328932670011
Iteration :  126  Cost train:  4716.91895475488  Cost test:  4844.3746585559575
Iteration :  127  Cost train:  4708.106658771398  Cost test:  4835.4559107776
Iteration :  128  Cost train:  4699.329535334121  Cost test:  4826.572547961344
Iteration :  129  Cost train:  4690.5874440563275  Cost test:  4817.724429297017
Iteration :  130  Cost train:  4681.880245111625  Cost test:  4808.911414535626
Iteration :  131  Cost train:  4673.207799231725  Cost test:  4800.133363987117
Iteration :  132  Cost train:  4664.56996770421  Cost test:  4791.390138518148
Iteration :  133  Cost train:  4655.966612370314  Cost test:  4782.681599549866
Iteration :  134  Cost train:  4647.397595622713  Cost test:  4774.007609055698
Iteration :  135  Cost train:  4638.862780403329  Cost test:  4765.368029559145
Iteration :  136  Cost train:  4630.36203020113  Cost test:  4756.762724131591
Iteration :  137  Cost train:  4621.895209049953  Cost test:  4748.19155639012
Iteration :  138  Cost train:  4613.4621815263245  Cost test:  4739.654390495332
Iteration :  139  Cost train:  4605.062812747297  Cost test:  4731.151091149184
Iteration :  140  Cost train:  4596.696968368294  Cost test:  4722.681523592823
Iteration :  141  Cost train:  4588.364514580952  Cost test:  4714.245553604445
Iteration :  142  Cost train:  4580.065318110995  Cost test:  4705.843047497141
Iteration :  143  Cost train:  4571.799246216084  Cost test:  4697.473872116774
Iteration :  144  Cost train:  4563.566166683714  Cost test:  4689.13789483985
Iteration :  145  Cost train:  4555.365947829082  Cost test:  4680.834983571402
Iteration :  146  Cost train:  4547.198458492993  Cost test:  4672.5650067428805
Iteration :  147  Cost train:  4539.063568039754  Cost test:  4664.327833310057
Iteration :  148  Cost train:  4530.961146355089  Cost test:  4656.123332750933
Iteration :  149  Cost train:  4522.8910638440575  Cost test:  4647.9513750636515
Iteration :  150  Cost train:  4514.853191428978  Cost test:  4639.811830764431
Iteration :  151  Cost train:  4506.847400547368  Cost test:  4631.704570885494
Iteration :  152  Cost train:  4498.873563149885  Cost test:  4623.629466973009
Iteration :  153  Cost train:  4490.931551698281  Cost test:  4615.586391085042
Iteration :  154  Cost train:  4483.021239163358  Cost test:  4607.575215789515
Iteration :  155  Cost train:  4475.142499022939  Cost test:  4599.595814162173
Iteration :  156  Cost train:  4467.295205259846  Cost test:  4591.6480597845575
Iteration :  157  Cost train:  4459.479232359882  Cost test:  4583.731826741992
Iteration :  158  Cost train:  4451.694455309822  Cost test:  4575.846989621567
Iteration :  159  Cost train:  4443.940749595417  Cost test:  4567.9934235101455
Iteration :  160  Cost train:  4436.217991199403  Cost test:  4560.1710039923655
Iteration :  161  Cost train:  4428.526056599509  Cost test:  4552.379607148657
Iteration :  162  Cost train:  4420.864822766491  Cost test:  4544.619109553264
Iteration :  163  Cost train:  4413.2341671621625  Cost test:  4536.889388272273
Iteration :  164  Cost train:  4405.633967737429  Cost test:  4529.190320861658
Iteration :  165  Cost train:  4398.0641029303415  Cost test:  4521.521785365317
Iteration :  166  Cost train:  4390.524451664149  Cost test:  4513.883660313134
Iteration :  167  Cost train:  4383.014893345362  Cost test:  4506.275824719038
Iteration :  168  Cost train:  4375.535307861829  Cost test:  4498.6981580790725
Iteration :  169  Cost train:  4368.0855755808025  Cost test:  4491.150540369473
Iteration :  170  Cost train:  4360.665577347044  Cost test:  4483.632852044751
Iteration :  171  Cost train:  4353.275194480899  Cost test:  4476.14497403579
Iteration :  172  Cost train:  4345.914308776412  Cost test:  4468.68678774794
Iteration :  173  Cost train:  4338.582802499433  Cost test:  4461.258175059132
Iteration :  174  Cost train:  4331.280558385728  Cost test:  4453.859018317985
Iteration :  175  Cost train:  4324.007459639112  Cost test:  4446.489200341938
Iteration :  176  Cost train:  4316.763389929579  Cost test:  4439.148604415376
Iteration :  177  Cost train:  4309.548233391431  Cost test:  4431.837114287764
Iteration :  178  Cost train:  4302.361874621441  Cost test:  4424.5546141718
Iteration :  179  Cost train:  4295.204198676998  Cost test:  4417.300988741558
Iteration :  180  Cost train:  4288.075091074266  Cost test:  4410.0761231306615
Iteration :  181  Cost train:  4280.974437786362  Cost test:  4402.8799029304355
Iteration :  182  Cost train:  4273.902125241521  Cost test:  4395.712214188094
Iteration :  183  Cost train:  4266.85804032129  Cost test:  4388.5729434049135
Iteration :  184  Cost train:  4259.842070358712  Cost test:  4381.461977534426
Iteration :  185  Cost train:  4252.854103136523  Cost test:  4374.379203980615
Iteration :  186  Cost train:  4245.894026885365  Cost test:  4367.324510596117
Iteration :  187  Cost train:  4238.961730281991  Cost test:  4360.297785680435
Iteration :  188  Cost train:  4232.057102447485  Cost test:  4353.298917978155
Iteration :  189  Cost train:  4225.180032945491  Cost test:  4346.327796677175
Iteration :  190  Cost train:  4218.330411780446  Cost test:  4339.384311406926
Iteration :  191  Cost train:  4211.508129395822  Cost test:  4332.468352236624
Iteration :  192  Cost train:  4204.713076672368  Cost test:  4325.579809673511
Iteration :  193  Cost train:  4197.94514492637  Cost test:  4318.718574661105
Iteration :  194  Cost train:  4191.2042259079135  Cost test:  4311.884538577465
Iteration :  195  Cost train:  4184.490211799147  Cost test:  4305.077593233456
Iteration :  196  Cost train:  4177.802995212562  Cost test:  4298.297630871022
Iteration :  197  Cost train:  4171.142469189271  Cost test:  4291.544544161469
Iteration :  198  Cost train:  4164.508527197303  Cost test:  4284.8182262037535
Iteration :  199  Cost train:  4157.90106312989  Cost test:  4278.118570522771
Iteration :  200  Cost train:  4151.319971303783  Cost test:  4271.445471067665
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Iteration :  1623  Cost train:  2514.4373377800925  Cost test:  2591.2417421716973
Iteration :  1624  Cost train:  2514.415058037067  Cost test:  2591.2141148412234
Iteration :  1625  Cost train:  2514.392866615753  Cost test:  2591.1865864982847
Iteration :  1626  Cost train:  2514.3707631636266  Cost test:  2591.1591567690534
Iteration :  1627  Cost train:  2514.348747329573  Cost test:  2591.1318252811534
Iteration :  1628  Cost train:  2514.3268187638773  Cost test:  2591.1045916636494
Iteration :  1629  Cost train:  2514.304977118222  Cost test:  2591.0774555470457
Iteration :  1630  Cost train:  2514.283222045677  Cost test:  2591.05041656328
Iteration :  1631  Cost train:  2514.261553200699  Cost test:  2591.023474345715
Iteration :  1632  Cost train:  2514.239970239125  Cost test:  2590.9966285291366
Iteration :  1633  Cost train:  2514.218472818163  Cost test:  2590.969878749746
Iteration :  1634  Cost train:  2514.19706059639  Cost test:  2590.943224645154
Iteration :  1635  Cost train:  2514.175733233748  Cost test:  2590.916665854375
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Iteration :  1638  Cost train:  2514.1122569203303  Cost test:  2590.8375577760335
Iteration :  1639  Cost train:  2514.091265620675  Cost test:  2590.8113766585675
Iteration :  1640  Cost train:  2514.0703575001025  Cost test:  2590.78528907087
Iteration :  1641  Cost train:  2514.0495322266165  Cost test:  2590.75929466027
Iteration :  1642  Cost train:  2514.028789469544  Cost test:  2590.7333930754617
Iteration :  1643  Cost train:  2514.008128899534  Cost test:  2590.707583966501
Iteration :  1644  Cost train:  2513.987550188549  Cost test:  2590.6818669847985
Iteration :  1645  Cost train:  2513.967053009861  Cost test:  2590.656241783117
Iteration :  1646  Cost train:  2513.9466370380464  Cost test:  2590.6307080155625
Iteration :  1647  Cost train:  2513.9263019489804  Cost test:  2590.6052653375814
Iteration :  1648  Cost train:  2513.906047419832  Cost test:  2590.5799134059553
Iteration :  1649  Cost train:  2513.885873129057  Cost test:  2590.5546518787937
Iteration :  1650  Cost train:  2513.865778756398  Cost test:  2590.5294804155315
Iteration :  1651  Cost train:  2513.8457639828725  Cost test:  2590.5043986769215
Iteration :  1652  Cost train:  2513.8258284907733  Cost test:  2590.4794063250306
Iteration :  1653  Cost train:  2513.8059719636603  Cost test:  2590.4545030232343
Iteration :  1654  Cost train:  2513.786194086357  Cost test:  2590.429688436211
Iteration :  1655  Cost train:  2513.766494544945  Cost test:  2590.4049622299376
Iteration :  1656  Cost train:  2513.7468730267574  Cost test:  2590.380324071684
Iteration :  1657  Cost train:  2513.727329220377  Cost test:  2590.355773630008
Iteration :  1658  Cost train:  2513.7078628156296  Cost test:  2590.331310574751
Iteration :  1659  Cost train:  2513.6884735035774  Cost test:  2590.3069345770314
Iteration :  1660  Cost train:  2513.669160976516  Cost test:  2590.2826453092416
Iteration :  1661  Cost train:  2513.6499249279723  Cost test:  2590.258442445041
Iteration :  1662  Cost train:  2513.630765052692  Cost test:  2590.234325659352
Iteration :  1663  Cost train:  2513.611681046641  Cost test:  2590.210294628356
Iteration :  1664  Cost train:  2513.592672607  Cost test:  2590.186349029486
Iteration :  1665  Cost train:  2513.573739432157  Cost test:  2590.1624885414244
Iteration :  1666  Cost train:  2513.5548812217035  Cost test:  2590.1387128440956
Iteration :  1667  Cost train:  2513.5360976764305  Cost test:  2590.115021618663
Iteration :  1668  Cost train:  2513.517388498324  Cost test:  2590.0914145475235
Iteration :  1669  Cost train:  2513.498753390559  Cost test:  2590.067891314303
Iteration :  1670  Cost train:  2513.480192057494  Cost test:  2590.0444516038497
Iteration :  1671  Cost train:  2513.46170420467  Cost test:  2590.0210951022323
Iteration :  1672  Cost train:  2513.443289538801  Cost test:  2589.9978214967323
Iteration :  1673  Cost train:  2513.4249477677727  Cost test:  2589.974630475843
Iteration :  1674  Cost train:  2513.4066786006365  Cost test:  2589.9515217292596
Iteration :  1675  Cost train:  2513.3884817476055  Cost test:  2589.928494947879
Iteration :  1676  Cost train:  2513.3703569200493  Cost test:  2589.9055498237926
Iteration :  1677  Cost train:  2513.3523038304875  Cost test:  2589.8826860502827
Iteration :  1678  Cost train:  2513.334322192591  Cost test:  2589.8599033218175
Iteration :  1679  Cost train:  2513.316411721171  Cost test:  2589.837201334045
Iteration :  1680  Cost train:  2513.298572132177  Cost test:  2589.814579783792
Iteration :  1681  Cost train:  2513.2808031426935  Cost test:  2589.792038369056
Iteration :  1682  Cost train:  2513.2631044709324  Cost test:  2589.7695767890027
Iteration :  1683  Cost train:  2513.2454758362323  Cost test:  2589.7471947439594
Iteration :  1684  Cost train:  2513.2279169590515  Cost test:  2589.724891935411
Iteration :  1685  Cost train:  2513.2104275609627  Cost test:  2589.7026680659988
Iteration :  1686  Cost train:  2513.1930073646504  Cost test:  2589.680522839511
Iteration :  1687  Cost train:  2513.175656093908  Cost test:  2589.658455960881
Iteration :  1688  Cost train:  2513.158373473629  Cost test:  2589.636467136182
Iteration :  1689  Cost train:  2513.1411592298055  Cost test:  2589.6145560726236
Iteration :  1690  Cost train:  2513.1240130895244  Cost test:  2589.592722478545
Iteration :  1691  Cost train:  2513.10693478096  Cost test:  2589.570966063415
Iteration :  1692  Cost train:  2513.089924033373  Cost test:  2589.5492865378224
Iteration :  1693  Cost train:  2513.072980577104  Cost test:  2589.527683613474
Iteration :  1694  Cost train:  2513.056104143571  Cost test:  2589.506157003191
Iteration :  1695  Cost train:  2513.039294465262  Cost test:  2589.484706420903
Iteration :  1696  Cost train:  2513.022551275735  Cost test:  2589.4633315816454
Iteration :  1697  Cost train:  2513.00587430961  Cost test:  2589.4420322015526
Iteration :  1698  Cost train:  2512.989263302567  Cost test:  2589.420807997857
Iteration :  1699  Cost train:  2512.9727179913402  Cost test:  2589.399658688881
Iteration :  1700  Cost train:  2512.9562381137152  Cost test:  2589.378583994036
Iteration :  1701  Cost train:  2512.939823408524  Cost test:  2589.3575836338155
Iteration :  1702  Cost train:  2512.9234736156413  Cost test:  2589.3366573297935
Iteration :  1703  Cost train:  2512.907188475979  Cost test:  2589.3158048046175
Iteration :  1704  Cost train:  2512.890967731485  Cost test:  2589.2950257820057
Iteration :  1705  Cost train:  2512.8748111251352  Cost test:  2589.274319986744
Iteration :  1706  Cost train:  2512.8587184009334  Cost test:  2589.253687144679
Iteration :  1707  Cost train:  2512.842689303903  Cost test:  2589.2331269827155
Iteration :  1708  Cost train:  2512.826723580087  Cost test:  2589.212639228813
Iteration :  1709  Cost train:  2512.8108209765405  Cost test:  2589.192223611981
Iteration :  1710  Cost train:  2512.794981241329  Cost test:  2589.1718798622724
Iteration :  1711  Cost train:  2512.7792041235243  Cost test:  2589.1516077107844
Iteration :  1712  Cost train:  2512.763489373198  Cost test:  2589.1314068896504
Iteration :  1713  Cost train:  2512.74783674142  Cost test:  2589.1112771320377
Iteration :  1714  Cost train:  2512.7322459802544  Cost test:  2589.0912181721415
Iteration :  1715  Cost train:  2512.7167168427554  Cost test:  2589.0712297451837
Iteration :  1716  Cost train:  2512.70124908296  Cost test:  2589.051311587407
Iteration :  1717  Cost train:  2512.68584245589  Cost test:  2589.031463436072
Iteration :  1718  Cost train:  2512.670496717544  Cost test:  2589.0116850294507
Iteration :  1719  Cost train:  2512.6552116248945  Cost test:  2588.991976106827
Iteration :  1720  Cost train:  2512.639986935882  Cost test:  2588.9723364084894
Iteration :  1721  Cost train:  2512.6248224094174  Cost test:  2588.952765675725
Iteration :  1722  Cost train:  2512.60971780537  Cost test:  2588.933263650823
Iteration :  1723  Cost train:  2512.5946728845693  Cost test:  2588.913830077062
Iteration :  1724  Cost train:  2512.5796874088  Cost test:  2588.894464698713
Iteration :  1725  Cost train:  2512.564761140796  Cost test:  2588.875167261032
Iteration :  1726  Cost train:  2512.5498938442383  Cost test:  2588.8559375102554
Iteration :  1727  Cost train:  2512.535085283753  Cost test:  2588.8367751936016
Iteration :  1728  Cost train:  2512.520335224903  Cost test:  2588.8176800592587
Iteration :  1729  Cost train:  2512.5056434341905  Cost test:  2588.7986518563876
Iteration :  1730  Cost train:  2512.491009679046  Cost test:  2588.779690335116
Iteration :  1731  Cost train:  2512.47643372783  Cost test:  2588.7607952465332
Iteration :  1732  Cost train:  2512.4619153498284  Cost test:  2588.7419663426886
Iteration :  1733  Cost train:  2512.447454315246  Cost test:  2588.7232033765868
Iteration :  1734  Cost train:  2512.4330503952065  Cost test:  2588.7045061021827
Iteration :  1735  Cost train:  2512.418703361745  Cost test:  2588.685874274381
Iteration :  1736  Cost train:  2512.4044129878093  Cost test:  2588.6673076490297
Iteration :  1737  Cost train:  2512.390179047252  Cost test:  2588.648805982916
Iteration :  1738  Cost train:  2512.3760013148276  Cost test:  2588.6303690337654
Iteration :  1739  Cost train:  2512.3618795661905  Cost test:  2588.611996560236
Iteration :  1740  Cost train:  2512.3478135778905  Cost test:  2588.593688321914
Iteration :  1741  Cost train:  2512.33380312737  Cost test:  2588.575444079315
Iteration :  1742  Cost train:  2512.319847992959  Cost test:  2588.5572635938715
Iteration :  1743  Cost train:  2512.305947953871  Cost test:  2588.5391466279393
Iteration :  1744  Cost train:  2512.292102790202  Cost test:  2588.5210929447862
Iteration :  1745  Cost train:  2512.278312282927  Cost test:  2588.5031023085926
Iteration :  1746  Cost train:  2512.2645762138927  Cost test:  2588.485174484446
Iteration :  1747  Cost train:  2512.250894365819  Cost test:  2588.4673092383377
Iteration :  1748  Cost train:  2512.2372665222906  Cost test:  2588.4495063371614
Iteration :  1749  Cost train:  2512.223692467757  Cost test:  2588.431765548707
Iteration :  1750  Cost train:  2512.210171987529  Cost test:  2588.414086641657
Iteration :  1751  Cost train:  2512.196704867773  Cost test:  2588.396469385585
Iteration :  1752  Cost train:  2512.1832908955103  Cost test:  2588.378913550952
Iteration :  1753  Cost train:  2512.16992985861  Cost test:  2588.3614189091004
Iteration :  1754  Cost train:  2512.15662154579  Cost test:  2588.343985232253
Iteration :  1755  Cost train:  2512.1433657466105  Cost test:  2588.32661229351
Iteration :  1756  Cost train:  2512.1301622514725  Cost test:  2588.309299866843
Iteration :  1757  Cost train:  2512.1170108516126  Cost test:  2588.292047727093
Iteration :  1758  Cost train:  2512.103911339101  Cost test:  2588.2748556499687
Iteration :  1759  Cost train:  2512.0908635068376  Cost test:  2588.257723412039
Iteration :  1760  Cost train:  2512.07786714855  Cost test:  2588.240650790733
Iteration :  1761  Cost train:  2512.0649220587875  Cost test:  2588.223637564337
Iteration :  1762  Cost train:  2512.052028032921  Cost test:  2588.2066835119876
Iteration :  1763  Cost train:  2512.0391848671366  Cost test:  2588.189788413673
Iteration :  1764  Cost train:  2512.0263923584353  Cost test:  2588.1729520502245
Iteration :  1765  Cost train:  2512.013650304627  Cost test:  2588.1561742033177
Iteration :  1766  Cost train:  2512.00095850433  Cost test:  2588.1394546554675
Iteration :  1767  Cost train:  2511.988316756965  Cost test:  2588.122793190024
Iteration :  1768  Cost train:  2511.9757248627557  Cost test:  2588.1061895911703
Iteration :  1769  Cost train:  2511.9631826227196  Cost test:  2588.0896436439193
Iteration :  1770  Cost train:  2511.950689838671  Cost test:  2588.0731551341096
Iteration :  1771  Cost train:  2511.9382463132147  Cost test:  2588.0567238484023
Iteration :  1772  Cost train:  2511.925851849743  Cost test:  2588.04034957428
Iteration :  1773  Cost train:  2511.9135062524338  Cost test:  2588.024032100039
Iteration :  1774  Cost train:  2511.901209326245  Cost test:  2588.007771214792
Iteration :  1775  Cost train:  2511.8889608769146  Cost test:  2587.9915667084592
Iteration :  1776  Cost train:  2511.8767607109544  Cost test:  2587.9754183717696
Iteration :  1777  Cost train:  2511.8646086356507  Cost test:  2587.9593259962553
Iteration :  1778  Cost train:  2511.8525044590565  Cost test:  2587.9432893742487
Iteration :  1779  Cost train:  2511.840447989993  Cost test:  2587.9273082988807
Iteration :  1780  Cost train:  2511.8284390380436  Cost test:  2587.911382564075
Iteration :  1781  Cost train:  2511.8164774135516  Cost test:  2587.8955119645493
Iteration :  1782  Cost train:  2511.8045629276166  Cost test:  2587.8796962958063
Iteration :  1783  Cost train:  2511.7926953920933  Cost test:  2587.8639353541357
Iteration :  1784  Cost train:  2511.7808746195883  Cost test:  2587.8482289366093
Iteration :  1785  Cost train:  2511.769100423453  Cost test:  2587.8325768410773
Iteration :  1786  Cost train:  2511.7573726177866  Cost test:  2587.8169788661658
Iteration :  1787  Cost train:  2511.7456910174296  Cost test:  2587.8014348112747
Iteration :  1788  Cost train:  2511.7340554379607  Cost test:  2587.785944476572
Iteration :  1789  Cost train:  2511.7224656956964  Cost test:  2587.7705076629945
Iteration :  1790  Cost train:  2511.7109216076833  Cost test:  2587.755124172242
Iteration :  1791  Cost train:  2511.6994229917022  Cost test:  2587.739793806775
Iteration :  1792  Cost train:  2511.687969666258  Cost test:  2587.724516369812
Iteration :  1793  Cost train:  2511.676561450582  Cost test:  2587.7092916653273
Iteration :  1794  Cost train:  2511.665198164625  Cost test:  2587.694119498046
Iteration :  1795  Cost train:  2511.6538796290592  Cost test:  2587.6789996734424
Iteration :  1796  Cost train:  2511.64260566527  Cost test:  2587.663931997738
Iteration :  1797  Cost train:  2511.631376095357  Cost test:  2587.648916277896
Iteration :  1798  Cost train:  2511.6201907421296  Cost test:  2587.6339523216216
Iteration :  1799  Cost train:  2511.609049429105  Cost test:  2587.619039937356
Iteration :  1800  Cost train:  2511.5979519805037  Cost test:  2587.6041789342744
Iteration :  1801  Cost train:  2511.5868982212473  Cost test:  2587.589369122286
Iteration :  1802  Cost train:  2511.5758879769596  Cost test:  2587.5746103120273
Iteration :  1803  Cost train:  2511.5649210739566  Cost test:  2587.55990231486
Iteration :  1804  Cost train:  2511.553997339249  Cost test:  2587.545244942871
Iteration :  1805  Cost train:  2511.5431166005383  Cost test:  2587.5306380088646
Iteration :  1806  Cost train:  2511.5322786862134  Cost test:  2587.516081326366
Iteration :  1807  Cost train:  2511.5214834253475  Cost test:  2587.501574709612
Iteration :  1808  Cost train:  2511.5107306476975  Cost test:  2587.487117973553
Iteration :  1809  Cost train:  2511.5000201836992  Cost test:  2587.472710933848
Iteration :  1810  Cost train:  2511.489351864464  Cost test:  2587.458353406862
Iteration :  1811  Cost train:  2511.4787255217784  Cost test:  2587.4440452096646
Iteration :  1812  Cost train:  2511.468140988101  Cost test:  2587.4297861600244
Iteration :  1813  Cost train:  2511.457598096558  Cost test:  2587.41557607641
Iteration :  1814  Cost train:  2511.4470966809417  Cost test:  2587.401414777984
Iteration :  1815  Cost train:  2511.436636575709  Cost test:  2587.387302084602
Iteration :  1816  Cost train:  2511.426217615976  Cost test:  2587.3732378168106
Iteration :  1817  Cost train:  2511.415839637518  Cost test:  2587.3592217958408
Iteration :  1818  Cost train:  2511.4055024767645  Cost test:  2587.3452538436113
Iteration :  1819  Cost train:  2511.3952059708  Cost test:  2587.3313337827212
Iteration :  1820  Cost train:  2511.384949957358  Cost test:  2587.3174614364484
Iteration :  1821  Cost train:  2511.374734274818  Cost test:  2587.303636628748
Iteration :  1822  Cost train:  2511.3645587622077  Cost test:  2587.2898591842486
Iteration :  1823  Cost train:  2511.3544232591953  Cost test:  2587.2761289282507
Iteration :  1824  Cost train:  2511.34432760609  Cost test:  2587.262445686722
Iteration :  1825  Cost train:  2511.334271643838  Cost test:  2587.248809286299
Iteration :  1826  Cost train:  2511.3242552140186  Cost test:  2587.235219554278
Iteration :  1827  Cost train:  2511.3142781588476  Cost test:  2587.2216763186193
Convergence Achieved at  1827.0  iteration
Cost Minima Found :  2511.3142781588476
Betas : 
X0             41.611125
T1              1.186866
RH_1            2.209298
T2              1.139656
RH_2            2.130958
T3              1.228355
RH_3            2.123034
T4              1.142920
RH_4            2.097881
T5              1.062614
RH_5            2.669384
RH_6            2.439566
T7              1.106722
RH_7            1.838823
T8              1.208210
RH_8            2.199203
RH_9            2.182866
T_out           0.492207
Press_mm_hg    40.712834
RH_out          3.880083
Windspeed       0.252095
Tdewpoint       0.210227
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6105.395772226762  Cost test:  6247.571442739789
Iteration :  3  Cost train:  6062.41943323316  Cost test:  6204.187641859839
Iteration :  4  Cost train:  6019.9566634424455  Cost test:  6161.31984870631
Iteration :  5  Cost train:  5978.00132561409  Cost test:  6118.961911463421
Iteration :  6  Cost train:  5936.547355848659  Cost test:  6077.107751743354
Iteration :  7  Cost train:  5895.588762711358  Cost test:  6035.75136370931
Iteration :  8  Cost train:  5855.11962636607  Cost test:  5994.886813209025
Iteration :  9  Cost train:  5815.134097719745  Cost test:  5954.508236918646
Iteration :  10  Cost train:  5775.626397577002  Cost test:  5914.609841496838
Iteration :  11  Cost train:  5736.590815804839  Cost test:  5875.185902748987
Iteration :  12  Cost train:  5698.021710507333  Cost test:  5836.230764801391
Iteration :  13  Cost train:  5659.913507210189  Cost test:  5797.738839285322
Iteration :  14  Cost train:  5622.260698055041  Cost test:  5759.704604530831
Iteration :  15  Cost train:  5585.0578410033795  Cost test:  5722.1226047701775
Iteration :  16  Cost train:  5548.299559049998  Cost test:  5684.987449350796
Iteration :  17  Cost train:  5511.980539445824  Cost test:  5648.293811957639
Iteration :  18  Cost train:  5476.095532930059  Cost test:  5612.036429844826
Iteration :  19  Cost train:  5440.639352971473  Cost test:  5576.21010307647
Iteration :  20  Cost train:  5405.606875018779  Cost test:  5540.809693776566
Iteration :  21  Cost train:  5370.993035759964  Cost test:  5505.830125387852
Iteration :  22  Cost train:  5336.792832390464  Cost test:  5471.266381939514
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Iteration :  505  Cost train:  2517.4138110188123  Cost test:  2594.8565656162896
Iteration :  506  Cost train:  2517.3117344620955  Cost test:  2594.7346262700485
Iteration :  507  Cost train:  2517.2108723015253  Cost test:  2594.6140202030974
Iteration :  508  Cost train:  2517.111210024909  Cost test:  2594.4947321908708
Iteration :  509  Cost train:  2517.0127332934767  Cost test:  2594.376747186495
Iteration :  510  Cost train:  2516.9154279398113  Cost test:  2594.2600503186877
Iteration :  511  Cost train:  2516.819279965798  Cost test:  2594.14462688969
Iteration :  512  Cost train:  2516.7242755406014  Cost test:  2594.0304623732127
Iteration :  513  Cost train:  2516.630400998667  Cost test:  2593.917542412415
Iteration :  514  Cost train:  2516.5376428377463  Cost test:  2593.8058528179035
Iteration :  515  Cost train:  2516.445987716944  Cost test:  2593.695379565756
Iteration :  516  Cost train:  2516.3554224547934  Cost test:  2593.586108795568
Iteration :  517  Cost train:  2516.2659340273453  Cost test:  2593.478026808525
Iteration :  518  Cost train:  2516.177509566292  Cost test:  2593.3711200654934
Iteration :  519  Cost train:  2516.0901363571015  Cost test:  2593.2653751851385
Iteration :  520  Cost train:  2516.0038018371856  Cost test:  2593.16077894206
Iteration :  521  Cost train:  2515.918493594078  Cost test:  2593.0573182649555
Iteration :  522  Cost train:  2515.834199363645  Cost test:  2592.9549802348006
Iteration :  523  Cost train:  2515.750907028313  Cost test:  2592.8537520830523
Iteration :  524  Cost train:  2515.6686046153136  Cost test:  2592.753621189877
Iteration :  525  Cost train:  2515.587280294955  Cost test:  2592.6545750823925
Iteration :  526  Cost train:  2515.5069223789123  Cost test:  2592.5566014329393
Iteration :  527  Cost train:  2515.4275193185395  Cost test:  2592.4596880573654
Iteration :  528  Cost train:  2515.349059703198  Cost test:  2592.363822913333
Iteration :  529  Cost train:  2515.2715322586064  Cost test:  2592.2689940986506
Iteration :  530  Cost train:  2515.1949258452164  Cost test:  2592.1751898496186
Iteration :  531  Cost train:  2515.1192294565976  Cost test:  2592.0823985393945
Iteration :  532  Cost train:  2515.0444322178473  Cost test:  2591.9906086763835
Iteration :  533  Cost train:  2514.9705233840223  Cost test:  2591.899808902642
Iteration :  534  Cost train:  2514.8974923385804  Cost test:  2591.8099879923047
Iteration :  535  Cost train:  2514.825328591851  Cost test:  2591.7211348500246
Iteration :  536  Cost train:  2514.754021779516  Cost test:  2591.6332385094374
Iteration :  537  Cost train:  2514.6835616611115  Cost test:  2591.5462881316444
Iteration :  538  Cost train:  2514.6139381185526  Cost test:  2591.460273003703
Iteration :  539  Cost train:  2514.545141154664  Cost test:  2591.3751825371523
Iteration :  540  Cost train:  2514.4771608917385  Cost test:  2591.291006266539
Iteration :  541  Cost train:  2514.4099875701113  Cost test:  2591.2077338479726
Iteration :  542  Cost train:  2514.343611546745  Cost test:  2591.1253550576944
Iteration :  543  Cost train:  2514.27802329384  Cost test:  2591.043859790658
Iteration :  544  Cost train:  2514.2132133974533  Cost test:  2590.963238059139
Iteration :  545  Cost train:  2514.1491725561427  Cost test:  2590.883479991344
Iteration :  546  Cost train:  2514.0858915796184  Cost test:  2590.804575830054
Iteration :  547  Cost train:  2514.0233613874166  Cost test:  2590.7265159312738
Iteration :  548  Cost train:  2513.9615730075857  Cost test:  2590.6492907628935
Iteration :  549  Cost train:  2513.9005175753923  Cost test:  2590.5728909033805
Iteration :  550  Cost train:  2513.840186332036  Cost test:  2590.49730704047
Iteration :  551  Cost train:  2513.7805706233867  Cost test:  2590.4225299698837
Iteration :  552  Cost train:  2513.721661898733  Cost test:  2590.3485505940603
Iteration :  553  Cost train:  2513.6634517095454  Cost test:  2590.275359920894
Iteration :  554  Cost train:  2513.6059317082554  Cost test:  2590.2029490625005
Iteration :  555  Cost train:  2513.5490936470505  Cost test:  2590.1313092339847
Iteration :  556  Cost train:  2513.492929376679  Cost test:  2590.0604317522357
Iteration :  557  Cost train:  2513.4374308452775  Cost test:  2589.990308034724
Iteration :  558  Cost train:  2513.3825900972  Cost test:  2589.9209295983214
Iteration :  559  Cost train:  2513.3283992718752  Cost test:  2589.852288058133
Iteration :  560  Cost train:  2513.274850602664  Cost test:  2589.7843751263385
Iteration :  561  Cost train:  2513.2219364157418  Cost test:  2589.7171826110553
Iteration :  562  Cost train:  2513.1696491289867  Cost test:  2589.6507024152074
Iteration :  563  Cost train:  2513.117981250886  Cost test:  2589.5849265354113
Iteration :  564  Cost train:  2513.06692537945  Cost test:  2589.5198470608775
Iteration :  565  Cost train:  2513.0164742011443  Cost test:  2589.455456172318
Iteration :  566  Cost train:  2512.966620489833  Cost test:  2589.391746140875
Iteration :  567  Cost train:  2512.917357105735  Cost test:  2589.328709327055
Iteration :  568  Cost train:  2512.8686769943884  Cost test:  2589.266338179682
Iteration :  569  Cost train:  2512.8205731856347  Cost test:  2589.2046252348564
Iteration :  570  Cost train:  2512.77303879261  Cost test:  2589.143563114933
Iteration :  571  Cost train:  2512.7260670107485  Cost test:  2589.0831445275066
Iteration :  572  Cost train:  2512.6796511168022  Cost test:  2589.0233622644105
Iteration :  573  Cost train:  2512.633784467866  Cost test:  2588.964209200727
Iteration :  574  Cost train:  2512.588460500418  Cost test:  2588.905678293811
Iteration :  575  Cost train:  2512.5436727293713  Cost test:  2588.8477625823243
Iteration :  576  Cost train:  2512.4994147471393  Cost test:  2588.7904551852785
Iteration :  577  Cost train:  2512.4556802227044  Cost test:  2588.7337493010955
Iteration :  578  Cost train:  2512.412462900707  Cost test:  2588.6776382066714
Iteration :  579  Cost train:  2512.3697566005403  Cost test:  2588.6221152564603
Iteration :  580  Cost train:  2512.3275552154573  Cost test:  2588.567173881559
Iteration :  581  Cost train:  2512.285852711686  Cost test:  2588.512807588811
Iteration :  582  Cost train:  2512.244643127559  Cost test:  2588.459009959919
Iteration :  583  Cost train:  2512.2039205726546  Cost test:  2588.405774650562
Iteration :  584  Cost train:  2512.16367922694  Cost test:  2588.3530953895315
Iteration :  585  Cost train:  2512.123913339934  Cost test:  2588.300965977873
Iteration :  586  Cost train:  2512.084617229874  Cost test:  2588.2493802880376
Iteration :  587  Cost train:  2512.045785282895  Cost test:  2588.198332263047
Iteration :  588  Cost train:  2512.0074119522214  Cost test:  2588.1478159156645
Iteration :  589  Cost train:  2511.969491757359  Cost test:  2588.0978253275766
Iteration :  590  Cost train:  2511.932019283308  Cost test:  2588.0483546485866
Iteration :  591  Cost train:  2511.894989179779  Cost test:  2587.9993980958156
Iteration :  592  Cost train:  2511.858396160419  Cost test:  2587.950949952914
Iteration :  593  Cost train:  2511.8222350020483  Cost test:  2587.9030045692807
Iteration :  594  Cost train:  2511.786500543905  Cost test:  2587.855556359296
Iteration :  595  Cost train:  2511.751187686899  Cost test:  2587.808599801554
Iteration :  596  Cost train:  2511.7162913928746  Cost test:  2587.762129438119
Iteration :  597  Cost train:  2511.6818066838846  Cost test:  2587.716139873773
Iteration :  598  Cost train:  2511.6477286414674  Cost test:  2587.6706257752894
Iteration :  599  Cost train:  2511.6140524059388  Cost test:  2587.6255818707014
Iteration :  600  Cost train:  2511.5807731756877  Cost test:  2587.581002948587
Iteration :  601  Cost train:  2511.547886206485  Cost test:  2587.5368838573595
Iteration :  602  Cost train:  2511.5153868107946  Cost test:  2587.493219504569
Iteration :  603  Cost train:  2511.483270357097  Cost test:  2587.4500048562068
Iteration :  604  Cost train:  2511.4515322692205  Cost test:  2587.4072349360245
Iteration :  605  Cost train:  2511.42016802568  Cost test:  2587.3649048248576
Iteration :  606  Cost train:  2511.3891731590215  Cost test:  2587.323009659956
Iteration :  607  Cost train:  2511.3585432551804  Cost test:  2587.281544634325
Iteration :  608  Cost train:  2511.3282739528377  Cost test:  2587.2405049960744
Iteration :  609  Cost train:  2511.2983609427956  Cost test:  2587.1998860477725
Iteration :  610  Cost train:  2511.268799967351  Cost test:  2587.1596831458087
Iteration :  611  Cost train:  2511.2395868196795  Cost test:  2587.119891699766
Iteration :  612  Cost train:  2511.2107173432323  Cost test:  2587.080507171798
Iteration :  613  Cost train:  2511.1821874311295  Cost test:  2587.0415250760148
Iteration :  614  Cost train:  2511.1539930255694  Cost test:  2587.002940977874
Iteration :  615  Cost train:  2511.126130117243  Cost test:  2586.964750493585
Iteration :  616  Cost train:  2511.098594744752  Cost test:  2586.9269492895105
Iteration :  617  Cost train:  2511.071382994038  Cost test:  2586.8895330815844
Iteration :  618  Cost train:  2511.044490997816  Cost test:  2586.852497634732
Iteration :  619  Cost train:  2511.0179149350165  Cost test:  2586.8158387622943
Iteration :  620  Cost train:  2510.991651030231  Cost test:  2586.77955232547
Iteration :  621  Cost train:  2510.9656955531696  Cost test:  2586.7436342327474
Iteration :  622  Cost train:  2510.940044818118  Cost test:  2586.70808043936
Iteration :  623  Cost train:  2510.9146951834095  Cost test:  2586.672886946737
Iteration :  624  Cost train:  2510.889643050892  Cost test:  2586.638049801965
Iteration :  625  Cost train:  2510.864884865417  Cost test:  2586.603565097253
Iteration :  626  Cost train:  2510.840417114315  Cost test:  2586.569428969411
Iteration :  627  Cost train:  2510.816236326898  Cost test:  2586.535637599324
Iteration :  628  Cost train:  2510.7923390739516  Cost test:  2586.502187211441
Iteration :  629  Cost train:  2510.7687219672416  Cost test:  2586.4690740732663
Iteration :  630  Cost train:  2510.7453816590223  Cost test:  2586.4362944948557
Iteration :  631  Cost train:  2510.722314841556  Cost test:  2586.403844828325
Iteration :  632  Cost train:  2510.699518246632  Cost test:  2586.371721467351
Iteration :  633  Cost train:  2510.6769886450957  Cost test:  2586.339920846697
Iteration :  634  Cost train:  2510.654722846382  Cost test:  2586.308439441728
Iteration :  635  Cost train:  2510.6327176980517  Cost test:  2586.277273767937
Iteration :  636  Cost train:  2510.6109700853394  Cost test:  2586.24642038048
Iteration :  637  Cost train:  2510.5894769307015  Cost test:  2586.215875873713
Iteration :  638  Cost train:  2510.5682351933706  Cost test:  2586.185636880736
Iteration :  639  Cost train:  2510.547241868919  Cost test:  2586.1557000729395
Iteration :  640  Cost train:  2510.5264939888207  Cost test:  2586.1260621595607
Iteration :  641  Cost train:  2510.5059886200243  Cost test:  2586.0967198872427
Iteration :  642  Cost train:  2510.485722864529  Cost test:  2586.0676700395975
Iteration :  643  Cost train:  2510.4656938589665  Cost test:  2586.038909436778
Iteration :  644  Cost train:  2510.4458987741855  Cost test:  2586.0104349350486
Iteration :  645  Cost train:  2510.4263348148424  Cost test:  2585.9822434263697
Iteration :  646  Cost train:  2510.406999219  Cost test:  2585.9543318379806
Iteration :  647  Cost train:  2510.3878892577277  Cost test:  2585.9266971319885
Iteration :  648  Cost train:  2510.369002234703  Cost test:  2585.899336304962
Iteration :  649  Cost train:  2510.350335485827  Cost test:  2585.872246387532
Iteration :  650  Cost train:  2510.3318863788386  Cost test:  2585.845424443996
Iteration :  651  Cost train:  2510.313652312928  Cost test:  2585.8188675719252
Iteration :  652  Cost train:  2510.2956307183704  Cost test:  2585.7925729017784
Iteration :  653  Cost train:  2510.277819056147  Cost test:  2585.76653759652
Iteration :  654  Cost train:  2510.2602148175824  Cost test:  2585.7407588512397
Iteration :  655  Cost train:  2510.242815523978  Cost test:  2585.715233892786
Iteration :  656  Cost train:  2510.2256187262583  Cost test:  2585.6899599793883
Iteration :  657  Cost train:  2510.208622004613  Cost test:  2585.6649344002985
Iteration :  658  Cost train:  2510.1918229681514  Cost test:  2585.6401544754303
Iteration :  659  Cost train:  2510.1752192545505  Cost test:  2585.615617555
Iteration :  660  Cost train:  2510.1588085297212  Cost test:  2585.591321019177
Iteration :  661  Cost train:  2510.1425884874648  Cost test:  2585.5672622777365
Iteration :  662  Cost train:  2510.1265568491435  Cost test:  2585.5434387697155
Iteration :  663  Cost train:  2510.1107113633484  Cost test:  2585.5198479630712
Iteration :  664  Cost train:  2510.0950498055768  Cost test:  2585.496487354349
Iteration :  665  Cost train:  2510.0795699779073  Cost test:  2585.4733544683468
Iteration :  666  Cost train:  2510.0642697086855  Cost test:  2585.4504468577934
Iteration :  667  Cost train:  2510.0491468522087  Cost test:  2585.427762103016
Iteration :  668  Cost train:  2510.0341992884146  Cost test:  2585.405297811629
Iteration :  669  Cost train:  2510.019424922577  Cost test:  2585.383051618213
Iteration :  670  Cost train:  2510.004821685001  Cost test:  2585.361021184002
Iteration :  671  Cost train:  2509.990387530726  Cost test:  2585.339204196574
Iteration :  672  Cost train:  2509.9761204392294  Cost test:  2585.3175983695523
Iteration :  673  Cost train:  2509.9620184141318  Cost test:  2585.296201442294
Iteration :  674  Cost train:  2509.9480794829137  Cost test:  2585.2750111796004
Iteration :  675  Cost train:  2509.9343016966263  Cost test:  2585.2540253714155
Iteration :  676  Cost train:  2509.920683129611  Cost test:  2585.233241832542
Iteration :  677  Cost train:  2509.9072218792203  Cost test:  2585.212658402346
Iteration :  678  Cost train:  2509.8939160655464  Cost test:  2585.192272944479
Iteration :  679  Cost train:  2509.880763831143  Cost test:  2585.1720833465947
Iteration :  680  Cost train:  2509.8677633407633  Cost test:  2585.1520875200695
Iteration :  681  Cost train:  2509.8549127810925  Cost test:  2585.13228339973
Iteration :  682  Cost train:  2509.8422103604826  Cost test:  2585.1126689435823
Iteration :  683  Cost train:  2509.829654308697  Cost test:  2585.0932421325424
Iteration :  684  Cost train:  2509.817242876656  Cost test:  2585.074000970173
Iteration :  685  Cost train:  2509.8049743361794  Cost test:  2585.0549434824197
Iteration :  686  Cost train:  2509.792846979738  Cost test:  2585.0360677173544
Iteration :  687  Cost train:  2509.7808591202115  Cost test:  2585.017371744919
Iteration :  688  Cost train:  2509.7690090906376  Cost test:  2584.9988536566716
Iteration :  689  Cost train:  2509.757295243976  Cost test:  2584.9805115655386
Iteration :  690  Cost train:  2509.7457159528694  Cost test:  2584.962343605567
Iteration :  691  Cost train:  2509.734269609406  Cost test:  2584.944347931681
Iteration :  692  Cost train:  2509.72295462489  Cost test:  2584.9265227194405
Iteration :  693  Cost train:  2509.7117694296116  Cost test:  2584.9088661648043
Iteration :  694  Cost train:  2509.7007124726165  Cost test:  2584.891376483891
Iteration :  695  Cost train:  2509.689782221487  Cost test:  2584.8740519127523
Iteration :  696  Cost train:  2509.6789771621184  Cost test:  2584.856890707138
Iteration :  697  Cost train:  2509.6682957984967  Cost test:  2584.839891142273
Iteration :  698  Cost train:  2509.65773665249  Cost test:  2584.8230515126274
Iteration :  699  Cost train:  2509.647298263626  Cost test:  2584.8063701317014
Iteration :  700  Cost train:  2509.6369791888874  Cost test:  2584.7898453318003
Iteration :  701  Cost train:  2509.6267780025023  Cost test:  2584.7734754638204
Iteration :  702  Cost train:  2509.616693295735  Cost test:  2584.7572588970356
Iteration :  703  Cost train:  2509.6067236766853  Cost test:  2584.741194018883
Convergence Achieved at  703.0  iteration
Cost Minima Found :  2509.6067236766853
Betas : 
X0             42.094477
T1              1.203854
RH_1            2.241598
T2              1.160149
RH_2            2.148825
T3              1.247312
RH_3            2.149755
T4              1.159418
RH_4            2.122465
T5              1.076593
RH_5            2.696330
RH_6            2.393892
T7              1.122040
RH_7            1.851109
T8              1.225701
RH_8            2.209071
RH_9            2.200891
T_out           0.512659
Press_mm_hg    41.196422
RH_out          3.863044
Windspeed       0.260234
Tdewpoint       0.214124
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6076.543611838325  Cost test:  6218.446003772223
Iteration :  3  Cost train:  6005.633386796533  Cost test:  6146.859399558619
Iteration :  4  Cost train:  5936.132632479871  Cost test:  6076.689012665105
Iteration :  5  Cost train:  5868.013332772901  Cost test:  6007.906759765801
Iteration :  6  Cost train:  5801.248028437821  Cost test:  5940.485115080273
Iteration :  7  Cost train:  5735.8098060453885  Cost test:  5874.397099297848
Iteration :  8  Cost train:  5671.672287125855  Cost test:  5809.616268722021
Iteration :  9  Cost train:  5608.809617535555  Cost test:  5746.116704630562
Iteration :  10  Cost train:  5547.196457034842  Cost test:  5683.87300284706
Iteration :  11  Cost train:  5486.8079690732075  Cost test:  5622.860263519675
Iteration :  12  Cost train:  5427.619810777418  Cost test:  5563.054081103009
Iteration :  13  Cost train:  5369.608123138673  Cost test:  5504.43053453903
Iteration :  14  Cost train:  5312.74952139481  Cost test:  5446.966177633123
Iteration :  15  Cost train:  5257.021085603679  Cost test:  5390.6380296213565
Iteration :  16  Cost train:  5202.400351403891  Cost test:  5335.423565925204
Iteration :  17  Cost train:  5148.865300959232  Cost test:  5281.300709089947
Iteration :  18  Cost train:  5096.394354083038  Cost test:  5228.247819903164
Iteration :  19  Cost train:  5044.966359539036  Cost test:  5176.243688689674
Iteration :  20  Cost train:  4994.560586515062  Cost test:  5125.267526779468
Iteration :  21  Cost train:  4945.156716266281  Cost test:  5075.298958145163
Iteration :  22  Cost train:  4896.734833924501  Cost test:  5026.31801120563
Iteration :  23  Cost train:  4849.275420470297  Cost test:  4978.305110792478
Iteration :  24  Cost train:  4802.759344864711  Cost test:  4931.241070276168
Iteration :  25  Cost train:  4757.16785633734  Cost test:  4885.107083848575
Iteration :  26  Cost train:  4712.482576827724  Cost test:  4839.884718958901
Iteration :  27  Cost train:  4668.685493576975  Cost test:  4795.555908899881
Iteration :  28  Cost train:  4625.758951866656  Cost test:  4752.102945541294
Iteration :  29  Cost train:  4583.685647901994  Cost test:  4709.508472207868
Iteration :  30  Cost train:  4542.448621836558  Cost test:  4667.755476698692
Iteration :  31  Cost train:  4502.031250935582  Cost test:  4626.827284445319
Iteration :  32  Cost train:  4462.417242875173  Cost test:  4586.707551805829
Iteration :  33  Cost train:  4423.590629174728  Cost test:  4547.380259492129
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Iteration :  275  Cost train:  2523.789096059157  Cost test:  2602.2982420302033
Iteration :  276  Cost train:  2523.493014084193  Cost test:  2601.958416314316
Iteration :  277  Cost train:  2523.202802267215  Cost test:  2601.6248972382496
Iteration :  278  Cost train:  2522.918343927054  Cost test:  2601.297563761854
Iteration :  279  Cost train:  2522.639524701821  Cost test:  2600.976297207779
Iteration :  280  Cost train:  2522.3662325027994  Cost test:  2600.6609812149445
Iteration :  281  Cost train:  2522.0983574692677  Cost test:  2600.3515016929186
Iteration :  282  Cost train:  2521.8357919242117  Cost test:  2600.0477467772134
Iteration :  283  Cost train:  2521.578430330916  Cost test:  2599.7496067854527
Iteration :  284  Cost train:  2521.326169250426  Cost test:  2599.456974174413
Iteration :  285  Cost train:  2521.078907299846  Cost test:  2599.169743497916
Iteration :  286  Cost train:  2520.8365451114737  Cost test:  2598.8878113655455
Iteration :  287  Cost train:  2520.598985292743  Cost test:  2598.611076402193
Iteration :  288  Cost train:  2520.3661323869646  Cost test:  2598.339439208389
Iteration :  289  Cost train:  2520.137892834847  Cost test:  2598.072802321435
Iteration :  290  Cost train:  2519.9141749367805  Cost test:  2597.81107017729
Iteration :  291  Cost train:  2519.6948888158713  Cost test:  2597.5541490732166
Iteration :  292  Cost train:  2519.4799463817153  Cost test:  2597.3019471311704
Iteration :  293  Cost train:  2519.2692612948854  Cost test:  2597.0543742619025
Iteration :  294  Cost train:  2519.0627489321237  Cost test:  2596.8113421297817
Iteration :  295  Cost train:  2518.8603263522386  Cost test:  2596.5727641183075
Iteration :  296  Cost train:  2518.6619122626585  Cost test:  2596.3385552963036
Iteration :  297  Cost train:  2518.467426986673  Cost test:  2596.1086323847844
Iteration :  298  Cost train:  2518.276792431306  Cost test:  2595.8829137244725
Iteration :  299  Cost train:  2518.089932055841  Cost test:  2595.6613192439595
Iteration :  300  Cost train:  2517.906770840964  Cost test:  2595.443770428498
Iteration :  301  Cost train:  2517.727235258524  Cost test:  2595.2301902894046
Iteration :  302  Cost train:  2517.5512532418916  Cost test:  2595.0205033340762
Iteration :  303  Cost train:  2517.3787541569104  Cost test:  2594.8146355365916
Iteration :  304  Cost train:  2517.209668773422  Cost test:  2594.6125143088966
Iteration :  305  Cost train:  2517.043929237358  Cost test:  2594.41406847256
Iteration :  306  Cost train:  2516.88146904339  Cost test:  2594.219228231085
Iteration :  307  Cost train:  2516.7222230081197  Cost test:  2594.02792514277
Iteration :  308  Cost train:  2516.566127243799  Cost test:  2593.840092094102
Iteration :  309  Cost train:  2516.413119132583  Cost test:  2593.6556632736815
Iteration :  310  Cost train:  2516.2631373012823  Cost test:  2593.474574146656
Iteration :  311  Cost train:  2516.1161215966276  Cost test:  2593.2967614296645
Iteration :  312  Cost train:  2515.9720130610167  Cost test:  2593.1221630662694
Iteration :  313  Cost train:  2515.8307539087514  Cost test:  2592.9507182028833
Iteration :  314  Cost train:  2515.6922875027426  Cost test:  2592.782367165163
Iteration :  315  Cost train:  2515.556558331679  Cost test:  2592.6170514348737
Iteration :  316  Cost train:  2515.4235119876503  Cost test:  2592.454713627207
Iteration :  317  Cost train:  2515.293095144216  Cost test:  2592.295297468553
Iteration :  318  Cost train:  2515.1652555349037  Cost test:  2592.1387477747026
Iteration :  319  Cost train:  2515.03994193215  Cost test:  2591.9850104294874
Iteration :  320  Cost train:  2514.9171041266404  Cost test:  2591.834032363838
Iteration :  321  Cost train:  2514.796692907073  Cost test:  2591.685761535254
Iteration :  322  Cost train:  2514.678660040324  Cost test:  2591.540146907686
Iteration :  323  Cost train:  2514.5629582519978  Cost test:  2591.397138431804
Iteration :  324  Cost train:  2514.449541207379  Cost test:  2591.256687025666
Iteration :  325  Cost train:  2514.3383634927445  Cost test:  2591.118744555763
Iteration :  326  Cost train:  2514.229380597065  Cost test:  2590.983263818435
Iteration :  327  Cost train:  2514.122548894059  Cost test:  2590.8501985216585
Iteration :  328  Cost train:  2514.017825624606  Cost test:  2590.719503267196
Iteration :  329  Cost train:  2513.9151688795087  Cost test:  2590.5911335330866
Iteration :  330  Cost train:  2513.8145375826043  Cost test:  2590.465045656493
Iteration :  331  Cost train:  2513.715891474201  Cost test:  2590.341196816884
Iteration :  332  Cost train:  2513.6191910948496  Cost test:  2590.219545019544
Iteration :  333  Cost train:  2513.5243977694413  Cost test:  2590.100049079413
Iteration :  334  Cost train:  2513.4314735916114  Cost test:  2589.982668605243
Iteration :  335  Cost train:  2513.340381408463  Cost test:  2589.8673639840686
Iteration :  336  Cost train:  2513.251084805589  Cost test:  2589.7540963659812
Iteration :  337  Cost train:  2513.1635480923937  Cost test:  2589.642827649205
Iteration :  338  Cost train:  2513.077736287704  Cost test:  2589.533520465467
Iteration :  339  Cost train:  2512.993615105668  Cost test:  2589.4261381656556
Iteration :  340  Cost train:  2512.9111509419404  Cost test:  2589.320644805761
Iteration :  341  Cost train:  2512.830310860125  Cost test:  2589.217005133093
Iteration :  342  Cost train:  2512.7510625785067  Cost test:  2589.1151845727736
Iteration :  343  Cost train:  2512.673374457036  Cost test:  2589.015149214489
Iteration :  344  Cost train:  2512.597215484573  Cost test:  2588.916865799509
Iteration :  345  Cost train:  2512.5225552663887  Cost test:  2588.8203017079595
Iteration :  346  Cost train:  2512.449364011911  Cost test:  2588.725424946343
Iteration :  347  Cost train:  2512.377612522715  Cost test:  2588.6322041353137
Iteration :  348  Cost train:  2512.307272180758  Cost test:  2588.540608497683
Iteration :  349  Cost train:  2512.2383149368347  Cost test:  2588.450607846666
Iteration :  350  Cost train:  2512.170713299279  Cost test:  2588.362172574363
Iteration :  351  Cost train:  2512.1044403228766  Cost test:  2588.2752736404586
Iteration :  352  Cost train:  2512.039469598004  Cost test:  2588.189882561155
Iteration :  353  Cost train:  2511.9757752399832  Cost test:  2588.1059713983113
Iteration :  354  Cost train:  2511.913331878648  Cost test:  2588.0235127488068
Iteration :  355  Cost train:  2511.8521146481144  Cost test:  2587.9424797341057
Iteration :  356  Cost train:  2511.7920991767614  Cost test:  2587.8628459900347
Iteration :  357  Cost train:  2511.733261577401  Cost test:  2587.7845856567533
Iteration :  358  Cost train:  2511.675578437654  Cost test:  2587.7076733689296
Iteration :  359  Cost train:  2511.6190268105097  Cost test:  2587.632084246104
Iteration :  360  Cost train:  2511.563584205075  Cost test:  2587.557793883245
Iteration :  361  Cost train:  2511.5092285775113  Cost test:  2587.4847783414884
Iteration :  362  Cost train:  2511.455938322145  Cost test:  2587.413014139065
Iteration :  363  Cost train:  2511.4036922627597  Cost test:  2587.3424782423963
Iteration :  364  Cost train:  2511.35246964406  Cost test:  2587.273148057374
Iteration :  365  Cost train:  2511.3022501233036  Cost test:  2587.2050014208085
Iteration :  366  Cost train:  2511.253013762104  Cost test:  2587.138016592044
Iteration :  367  Cost train:  2511.204741018388  Cost test:  2587.072172244741
Iteration :  368  Cost train:  2511.1574127385234  Cost test:  2587.007447458817
Iteration :  369  Cost train:  2511.1110101495938  Cost test:  2586.943821712549
Iteration :  370  Cost train:  2511.065514851836  Cost test:  2586.8812748748296
Iteration :  371  Cost train:  2511.0209088112156  Cost test:  2586.8197871975754
Iteration :  372  Cost train:  2510.977174352164  Cost test:  2586.759339308284
Iteration :  373  Cost train:  2510.9342941504515  Cost test:  2586.6999122027387
Iteration :  374  Cost train:  2510.892251226201  Cost test:  2586.641487237856
Iteration :  375  Cost train:  2510.851028937046  Cost test:  2586.5840461246717
Iteration :  376  Cost train:  2510.8106109714204  Cost test:  2586.5275709214684
Iteration :  377  Cost train:  2510.770981341986  Cost test:  2586.472044027034
Iteration :  378  Cost train:  2510.732124379183  Cost test:  2586.417448174055
Iteration :  379  Cost train:  2510.694024724918  Cost test:  2586.363766422642
Iteration :  380  Cost train:  2510.65666732637  Cost test:  2586.3109821539733
Iteration :  381  Cost train:  2510.6200374299247  Cost test:  2586.2590790640747
Iteration :  382  Cost train:  2510.5841205752245  Cost test:  2586.2080411577135
Iteration :  383  Cost train:  2510.548902589343  Cost test:  2586.1578527424144
Iteration :  384  Cost train:  2510.5143695810684  Cost test:  2586.108498422596
Iteration :  385  Cost train:  2510.4805079353055  Cost test:  2586.059963093815
Iteration :  386  Cost train:  2510.4473043075864  Cost test:  2586.0122319371326
Iteration :  387  Cost train:  2510.414745618694  Cost test:  2585.9652904135833
Iteration :  388  Cost train:  2510.382819049384  Cost test:  2585.9191242587567
Iteration :  389  Cost train:  2510.3515120352235  Cost test:  2585.873719477485
Iteration :  390  Cost train:  2510.3208122615215  Cost test:  2585.8290623386315
Iteration :  391  Cost train:  2510.2907076583692  Cost test:  2585.785139369988
Iteration :  392  Cost train:  2510.2611863957695  Cost test:  2585.7419373532634
Iteration :  393  Cost train:  2510.2322368788723  Cost test:  2585.6994433191785
Iteration :  394  Cost train:  2510.203847743298  Cost test:  2585.657644542652
Iteration :  395  Cost train:  2510.1760078505563  Cost test:  2585.616528538083
Iteration :  396  Cost train:  2510.14870628356  Cost test:  2585.576083054724
Iteration :  397  Cost train:  2510.121932342219  Cost test:  2585.5362960721473
Iteration :  398  Cost train:  2510.095675539131  Cost test:  2585.497155795797
Iteration :  399  Cost train:  2510.0699255953505  Cost test:  2585.458650652632
Iteration :  400  Cost train:  2510.044672436248  Cost test:  2585.4207692868513
Iteration :  401  Cost train:  2510.019906187448  Cost test:  2585.3835005557007
Iteration :  402  Cost train:  2509.995617170849  Cost test:  2585.34683352537
Iteration :  403  Cost train:  2509.9717959007207  Cost test:  2585.3107574669607
Iteration :  404  Cost train:  2509.94843307988  Cost test:  2585.2752618525387
Iteration :  405  Cost train:  2509.925519595947  Cost test:  2585.240336351263
Iteration :  406  Cost train:  2509.9030465176675  Cost test:  2585.2059708255883
Iteration :  407  Cost train:  2509.881005091314  Cost test:  2585.172155327545
Iteration :  408  Cost train:  2509.8593867371574  Cost test:  2585.1388800950886
Iteration :  409  Cost train:  2509.8381830460085  Cost test:  2585.1061355485217
Iteration :  410  Cost train:  2509.8173857758284  Cost test:  2585.0739122869886
Iteration :  411  Cost train:  2509.796986848405  Cost test:  2585.0422010850334
Iteration :  412  Cost train:  2509.7769783460976  Cost test:  2585.01099288923
Iteration :  413  Cost train:  2509.7573525086436  Cost test:  2584.9802788148745
Iteration :  414  Cost train:  2509.7381017300336  Cost test:  2584.9500501427456
Iteration :  415  Cost train:  2509.7192185554413  Cost test:  2584.9202983159244
Iteration :  416  Cost train:  2509.7006956782207  Cost test:  2584.891014936678
Iteration :  417  Cost train:  2509.6825259369625  Cost test:  2584.8621917634073
Iteration :  418  Cost train:  2509.6647023126006  Cost test:  2584.8338207076476
Iteration :  419  Cost train:  2509.647217925592  Cost test:  2584.8058938311347
Iteration :  420  Cost train:  2509.630066033136  Cost test:  2584.778403342922
Iteration :  421  Cost train:  2509.613240026459  Cost test:  2584.7513415965586
Iteration :  422  Cost train:  2509.5967334281513  Cost test:  2584.72470108732
Iteration :  423  Cost train:  2509.5805398895536  Cost test:  2584.6984744494957
Iteration :  424  Cost train:  2509.564653188201  Cost test:  2584.672654453723
Iteration :  425  Cost train:  2509.5490672253113  Cost test:  2584.6472340043815
Iteration :  426  Cost train:  2509.5337760233283  Cost test:  2584.6222061370327
Iteration :  427  Cost train:  2509.518773723513  Cost test:  2584.597564015909
Iteration :  428  Cost train:  2509.5040545835786  Cost test:  2584.5733009314577
Iteration :  429  Cost train:  2509.489612975381  Cost test:  2584.549410297925
Iteration :  430  Cost train:  2509.4754433826456  Cost test:  2584.5258856509927
Iteration :  431  Cost train:  2509.4615403987436  Cost test:  2584.502720645458
Iteration :  432  Cost train:  2509.447898724516  Cost test:  2584.479909052961
Iteration :  433  Cost train:  2509.434513166135  Cost test:  2584.457444759753
Iteration :  434  Cost train:  2509.42137863301  Cost test:  2584.435321764511
Iteration :  435  Cost train:  2509.408490135737  Cost test:  2584.4135341761953
Iteration :  436  Cost train:  2509.395842784086  Cost test:  2584.392076211945
Iteration :  437  Cost train:  2509.383431785032  Cost test:  2584.3709421950166
Iteration :  438  Cost train:  2509.3712524408184  Cost test:  2584.350126552767
Iteration :  439  Cost train:  2509.359300147068  Cost test:  2584.3296238146663
Iteration :  440  Cost train:  2509.3475703909257  Cost test:  2584.3094286103574
Iteration :  441  Cost train:  2509.3360587492366  Cost test:  2584.2895356677504
Iteration :  442  Cost train:  2509.324760886766  Cost test:  2584.269939811153
Iteration :  443  Cost train:  2509.3136725544514  Cost test:  2584.250635959439
Iteration :  444  Cost train:  2509.3027895876885  Cost test:  2584.2316191242517
Iteration :  445  Cost train:  2509.2921079046523  Cost test:  2584.212884408241
Iteration :  446  Cost train:  2509.281623504655  Cost test:  2584.1944270033378
Iteration :  447  Cost train:  2509.2713324665265  Cost test:  2584.176242189057
Iteration :  448  Cost train:  2509.2612309470423  Cost test:  2584.1583253308404
Iteration :  449  Cost train:  2509.251315179368  Cost test:  2584.1406718784237
Convergence Achieved at  449.0  iteration
Cost Minima Found :  2509.251315179368
Betas : 
X0             42.248227
T1              1.209825
RH_1            2.253051
T2              1.167956
RH_2            2.153287
T3              1.254174
RH_3            2.158621
T4              1.165238
RH_4            2.130324
T5              1.081330
RH_5            2.704182
RH_6            2.366238
T7              1.127348
RH_7            1.853407
T8              1.231878
RH_8            2.209428
RH_9            2.205324
T_out           0.521779
Press_mm_hg    41.352139
RH_out          3.846602
Windspeed       0.263749
Tdewpoint       0.215621
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6004.921595392998  Cost test:  6146.140784354759
Iteration :  3  Cost train:  5866.6459199546825  Cost test:  6006.525970946973
Iteration :  4  Cost train:  5733.8396173644505  Cost test:  5872.407245918736
Iteration :  5  Cost train:  5606.286349003106  Cost test:  5743.56773832182
Iteration :  6  Cost train:  5483.778333429736  Cost test:  5619.799144966726
Iteration :  7  Cost train:  5366.116007906323  Cost test:  5500.901391738041
Iteration :  8  Cost train:  5253.107703310571  Cost test:  5386.682308302158
Iteration :  9  Cost train:  5144.569331907452  Cost test:  5276.957315677658
Iteration :  10  Cost train:  5040.324087470774  Cost test:  5171.549126159725
Iteration :  11  Cost train:  4940.202157266335  Cost test:  5070.287455109965
Iteration :  12  Cost train:  4844.040445427434  Cost test:  4973.008744142392
Iteration :  13  Cost train:  4751.682307272158  Cost test:  4879.555895254906
Iteration :  14  Cost train:  4662.977294129624  Cost test:  4789.7780154733655
Iteration :  15  Cost train:  4577.780908259506  Cost test:  4703.530171592525
Iteration :  16  Cost train:  4495.954367465604  Cost test:  4620.673154614529
Iteration :  17  Cost train:  4417.364379020042  Cost test:  4541.073253501451
Iteration :  18  Cost train:  4341.8829225297695  Cost test:  4464.602037873537
Iteration :  19  Cost train:  4269.387041391689  Cost test:  4391.136149299365
Iteration :  20  Cost train:  4199.758642496697  Cost test:  4320.557100838167
Iteration :  21  Cost train:  4132.884303856324  Cost test:  4252.751084507926
Iteration :  22  Cost train:  4068.6550898386313  Cost test:  4187.608786365859
Iteration :  23  Cost train:  4006.966373712364  Cost test:  4125.025208900202
Iteration :  24  Cost train:  3947.717667210289  Cost test:  4064.8995004441986
Iteration :  25  Cost train:  3890.8124568340877  Cost test:  4007.134791334559
Iteration :  26  Cost train:  3836.1580466341297  Cost test:  3951.6380365477057
Iteration :  27  Cost train:  3783.665407208026  Cost test:  3898.3198645576217
Iteration :  28  Cost train:  3733.249030671973  Cost test:  3847.0944321692555
Iteration :  29  Cost train:  3684.826791368649  Cost test:  3797.8792850912046
Iteration :  30  Cost train:  3638.3198120847424  Cost test:  3750.595224020697
Iteration :  31  Cost train:  3593.652335560183  Cost test:  3705.1661760228926
Iteration :  32  Cost train:  3550.7516010797776  Cost test:  3661.519070995141
Iteration :  33  Cost train:  3509.5477259462036  Cost test:  3619.5837230151287
Iteration :  34  Cost train:  3469.9735916412856  Cost test:  3579.2927163797576
Iteration :  35  Cost train:  3431.9647344901123  Cost test:  3540.5812961492934
Iteration :  36  Cost train:  3395.45924064989  Cost test:  3503.3872630186083
Iteration :  37  Cost train:  3360.3976452524594  Cost test:  3467.6508723444235
Iteration :  38  Cost train:  3326.722835536189  Cost test:  3433.314737164195
Iteration :  39  Cost train:  3294.3799578094436  Cost test:  3400.323735048811
Iteration :  40  Cost train:  3263.316328094071  Cost test:  3368.624918637502
Iteration :  41  Cost train:  3233.4813463033447  Cost test:  3338.1674297093473
Iteration :  42  Cost train:  3204.8264138145623  Cost test:  3308.9024166515455
Iteration :  43  Cost train:  3177.304854302024  Cost test:  3280.7829551901277
Iteration :  44  Cost train:  3150.871837701421  Cost test:  3253.7639722541066
Iteration :  45  Cost train:  3125.484307181789  Cost test:  3227.8021728491676
Iteration :  46  Cost train:  3101.1009090060456  Cost test:  3202.855969821898
Iteration :  47  Cost train:  3077.6819251658667  Cost test:  3178.885416400252
Iteration :  48  Cost train:  3055.18920868116  Cost test:  3155.8521414004886
Iteration :  49  Cost train:  3033.5861214587376  Cost test:  3133.7192869951423
Iteration :  50  Cost train:  3012.8374746089644  Cost test:  3112.4514489407575
Iteration :  51  Cost train:  2992.909471123154  Cost test:  3092.0146191681406
Iteration :  52  Cost train:  2973.76965081833  Cost test:  3072.3761306417014
Iteration :  53  Cost train:  2955.386837459682  Cost test:  3053.504604398179
Iteration :  54  Cost train:  2937.731087974561  Cost test:  3035.369898678569
Iteration :  55  Cost train:  2920.773643675298  Cost test:  3017.943060070506
Iteration :  56  Cost train:  2904.48688341138  Cost test:  3001.1962765815842
Iteration :  57  Cost train:  2888.8442785746706  Cost test:  2985.102832567303
Iteration :  58  Cost train:  2873.820349884382  Cost test:  2969.6370654402835
Iteration :  59  Cost train:  2859.390625881394  Cost test:  2954.774324090342
Iteration :  60  Cost train:  2845.531603064316  Cost test:  2940.4909289477773
Iteration :  61  Cost train:  2832.220707602349  Cost test:  2926.7641336248967
Iteration :  62  Cost train:  2819.436258562573  Cost test:  2913.572088073395
Iteration :  63  Cost train:  2807.157432591769  Cost test:  2900.8938031976477
Iteration :  64  Cost train:  2795.3642299952344  Cost test:  2888.7091168663505
Iteration :  65  Cost train:  2784.037442157336  Cost test:  2876.9986612672437
Iteration :  66  Cost train:  2773.1586202507224  Cost test:  2865.743831551801
Iteration :  67  Cost train:  2762.71004518324  Cost test:  2854.926755718893
Iteration :  68  Cost train:  2752.6746987335814  Cost test:  2844.5302656884446
Iteration :  69  Cost train:  2743.0362358286443  Cost test:  2834.5378695180407
Iteration :  70  Cost train:  2733.7789579174555  Cost test:  2824.9337247172944
Iteration :  71  Cost train:  2724.8877873982747  Cost test:  2815.7026126165824
Iteration :  72  Cost train:  2716.348243057222  Cost test:  2806.8299137484623
Iteration :  73  Cost train:  2708.1464164784193  Cost test:  2798.3015842017426
Iteration :  74  Cost train:  2700.2689493872194  Cost test:  2790.1041329097534
Iteration :  75  Cost train:  2692.703011889614  Cost test:  2782.2245998358876
Iteration :  76  Cost train:  2685.4362815723707  Cost test:  2774.650535020942
Iteration :  77  Cost train:  2678.4569234298565  Cost test:  2767.3699784581954
Iteration :  78  Cost train:  2671.7535705848445  Cost test:  2760.3714407635002
Iteration :  79  Cost train:  2665.3153057719037  Cost test:  2753.643884608958
Iteration :  80  Cost train:  2659.1316435532035  Cost test:  2747.17670689001
Iteration :  81  Cost train:  2653.1925132377614  Cost test:  2740.959721596929
Iteration :  82  Cost train:  2647.488242476319  Cost test:  2734.983143362893
Iteration :  83  Cost train:  2642.009541505109  Cost test:  2729.237571661886
Iteration :  84  Cost train:  2636.7474880128575  Cost test:  2723.7139756307342
Iteration :  85  Cost train:  2631.69351260636  Cost test:  2718.4036794906256
Iteration :  86  Cost train:  2626.839384850966  Cost test:  2713.2983485444033
Iteration :  87  Cost train:  2622.1771998632244  Cost test:  2708.389975726879
Iteration :  88  Cost train:  2617.699365433848  Cost test:  2703.670868686319
Iteration :  89  Cost train:  2613.398589660024  Cost test:  2699.133637376089
Iteration :  90  Cost train:  2609.2678690669286  Cost test:  2694.7711821363196
Iteration :  91  Cost train:  2605.300477199083  Cost test:  2690.576682246201
Iteration :  92  Cost train:  2601.489953662975  Cost test:  2686.543584928328
Iteration :  93  Cost train:  2597.8300936030996  Cost test:  2682.665594787219
Iteration :  94  Cost train:  2594.31493759426  Cost test:  2678.9366636648474
Iteration :  95  Cost train:  2590.9387619336862  Cost test:  2675.3509808967187
Iteration :  96  Cost train:  2587.6960693171372  Cost test:  2671.902963952649
Iteration :  97  Cost train:  2584.5815798838057  Cost test:  2668.5872494470545
Iteration :  98  Cost train:  2581.5902226154412  Cost test:  2665.3986845041427
Iteration :  99  Cost train:  2578.7171270756735  Cost test:  2662.3323184639844
Iteration :  100  Cost train:  2575.957615476088  Cost test:  2659.3833949159903
Iteration :  101  Cost train:  2573.3071950561175  Cost test:  2656.547344046871
Iteration :  102  Cost train:  2570.7615507643513  Cost test:  2653.819775290629
Iteration :  103  Cost train:  2568.316538229325  Cost test:  2651.1964702686746
Iteration :  104  Cost train:  2565.9681770083535  Cost test:  2648.673376008581
Iteration :  105  Cost train:  2563.712644103398  Cost test:  2646.2465984304827
Iteration :  106  Cost train:  2561.546267733415  Cost test:  2643.9123960905363
Iteration :  107  Cost train:  2559.4655213530336  Cost test:  2641.667174171291
Iteration :  108  Cost train:  2557.4670179078253  Cost test:  2639.507478709208
Iteration :  109  Cost train:  2555.547504316797  Cost test:  2637.4299910499662
Iteration :  110  Cost train:  2553.7038561731356  Cost test:  2635.431522522551
Iteration :  111  Cost train:  2551.933072654555  Cost test:  2633.509009323483
Iteration :  112  Cost train:  2550.2322716349654  Cost test:  2631.659507602889
Iteration :  113  Cost train:  2548.5986849894994  Cost test:  2629.880188744436
Iteration :  114  Cost train:  2547.0296540852414  Cost test:  2628.168334831474
Iteration :  115  Cost train:  2545.522625450325  Cost test:  2626.521334292032
Iteration :  116  Cost train:  2544.075146614332  Cost test:  2624.9366777155997
Iteration :  117  Cost train:  2542.684862113225  Cost test:  2623.4119538349114
Iteration :  118  Cost train:  2541.3495096523043  Cost test:  2621.944845666215
Iteration :  119  Cost train:  2540.0669164209344  Cost test:  2620.533126801767
Iteration :  120  Cost train:  2538.834995553043  Cost test:  2619.174657848539
Iteration :  121  Cost train:  2537.6517427276217  Cost test:  2617.867383007358
Iteration :  122  Cost train:  2536.5152329036896  Cost test:  2616.609326786948
Iteration :  123  Cost train:  2535.4236171844123  Cost test:  2615.398590847524
Iteration :  124  Cost train:  2534.3751198052487  Cost test:  2614.2333509688433
Iteration :  125  Cost train:  2533.3680352412375  Cost test:  2613.111854137787
Iteration :  126  Cost train:  2532.4007254287053  Cost test:  2612.03241575075
Iteration :  127  Cost train:  2531.4716170968577  Cost test:  2610.9934169263147
Iteration :  128  Cost train:  2530.5791992049317  Cost test:  2609.9933019238542
Iteration :  129  Cost train:  2529.722020480714  Cost test:  2609.0305756638654
Iteration :  130  Cost train:  2528.8986870564177  Cost test:  2608.103801346039
Iteration :  131  Cost train:  2528.1078601980807  Cost test:  2607.2115981611882
Iteration :  132  Cost train:  2527.348254124771  Cost test:  2606.3526390933507
Iteration :  133  Cost train:  2526.61863391405  Cost test:  2605.5256488084733
Iteration :  134  Cost train:  2525.9178134902904  Cost test:  2604.7294016262963
Iteration :  135  Cost train:  2525.24465369256  Cost test:  2603.9627195721328
Iteration :  136  Cost train:  2524.5980604189335  Cost test:  2603.2244705053845
Iteration :  137  Cost train:  2523.976982844204  Cost test:  2602.513566321786
Iteration :  138  Cost train:  2523.3804117080876  Cost test:  2601.8289612264484
Iteration :  139  Cost train:  2522.8073776711453  Cost test:  2601.169650074913
Iteration :  140  Cost train:  2522.256949735731  Cost test:  2600.534666779539
Iteration :  141  Cost train:  2521.7282337293973  Cost test:  2599.9230827786323
Iteration :  142  Cost train:  2521.2203708482916  Cost test:  2599.3340055658578
Iteration :  143  Cost train:  2520.7325362581682  Cost test:  2598.766577277534
Iteration :  144  Cost train:  2520.263937750734  Cost test:  2598.2199733355446
Iteration :  145  Cost train:  2519.8138144531445  Cost test:  2597.693401143668
Iteration :  146  Cost train:  2519.381435588544  Cost test:  2597.1860988352073
Iteration :  147  Cost train:  2518.9660992856293  Cost test:  2596.697334069911
Iteration :  148  Cost train:  2518.5671314353094  Cost test:  2596.2264028782292
Iteration :  149  Cost train:  2518.183884592577  Cost test:  2595.772628551043
Iteration :  150  Cost train:  2517.815736921827  Cost test:  2595.3353605730745
Iteration :  151  Cost train:  2517.462091183885  Cost test:  2594.913973598244
Iteration :  152  Cost train:  2517.122373763108  Cost test:  2594.5078664653383
Iteration :  153  Cost train:  2516.7960337329655  Cost test:  2594.1164612523835
Iteration :  154  Cost train:  2516.482541958583  Cost test:  2593.739202368201
Iteration :  155  Cost train:  2516.18139023478  Cost test:  2593.375555679687
Iteration :  156  Cost train:  2515.892090458208  Cost test:  2593.025007673393
Iteration :  157  Cost train:  2515.614173832229  Cost test:  2592.6870646500715
Iteration :  158  Cost train:  2515.34719010325  Cost test:  2592.3612519508724
Iteration :  159  Cost train:  2515.0907068272586  Cost test:  2592.0471132139514
Iteration :  160  Cost train:  2514.8443086653733  Cost test:  2591.744209660286
Iteration :  161  Cost train:  2514.6075967072584  Cost test:  2591.4521194075496
Iteration :  162  Cost train:  2514.3801878213003  Cost test:  2591.170436810947
Iteration :  163  Cost train:  2514.1617140304866  Cost test:  2590.8987718299218
Iteration :  164  Cost train:  2513.9518219129714  Cost test:  2590.6367494197534
Iteration :  165  Cost train:  2513.7501720263544  Cost test:  2590.3840089470277
Iteration :  166  Cost train:  2513.5564383547294  Cost test:  2590.140203628069
Iteration :  167  Cost train:  2513.370307777604  Cost test:  2589.904999989403
Iteration :  168  Cost train:  2513.191479559829  Cost test:  2589.678077349408
Iteration :  169  Cost train:  2513.0196648617  Cost test:  2589.4591273202927
Iteration :  170  Cost train:  2512.8545862684396  Cost test:  2589.24785332963
Iteration :  171  Cost train:  2512.695977338289  Cost test:  2589.0439701606456
Iteration :  172  Cost train:  2512.543582168475  Cost test:  2588.8472035105488
Iteration :  173  Cost train:  2512.3971549783455  Cost test:  2588.6572895661757
Iteration :  174  Cost train:  2512.2564597089927  Cost test:  2588.4739745962756
Iteration :  175  Cost train:  2512.1212696387142  Cost test:  2588.29701455978
Iteration :  176  Cost train:  2511.9913670136852  Cost test:  2588.1261747294225
Iteration :  177  Cost train:  2511.8665426932357  Cost test:  2587.961229330112
Iteration :  178  Cost train:  2511.746595809162  Cost test:  2587.801961191472
Iteration :  179  Cost train:  2511.6313334385154  Cost test:  2587.6481614139907
Iteration :  180  Cost train:  2511.5205702893263  Cost test:  2587.499629048251
Iteration :  181  Cost train:  2511.4141283987688  Cost test:  2587.356170786712
Iteration :  182  Cost train:  2511.3118368432556  Cost test:  2587.2176006675677
Iteration :  183  Cost train:  2511.213531460008  Cost test:  2587.0837397901887
Iteration :  184  Cost train:  2511.1190545796335  Cost test:  2586.9544160417045
Iteration :  185  Cost train:  2511.0282547692805  Cost test:  2586.8294638342795
Iteration :  186  Cost train:  2510.940986585959  Cost test:  2586.7087238526706
Iteration :  187  Cost train:  2510.8571103396093  Cost test:  2586.5920428116515
Iteration :  188  Cost train:  2510.776491865553  Cost test:  2586.4792732229266
Iteration :  189  Cost train:  2510.6990023059348  Cost test:  2586.370273171153
Iteration :  190  Cost train:  2510.6245178998142  Cost test:  2586.2649060987137
Iteration :  191  Cost train:  2510.5529197815604  Cost test:  2586.1630405989076
Iteration :  192  Cost train:  2510.48409378722  Cost test:  2586.064550217209
Iteration :  193  Cost train:  2510.4179302685434  Cost test:  2585.969313260294
Iteration :  194  Cost train:  2510.3543239143705  Cost test:  2585.877212612517
Iteration :  195  Cost train:  2510.2931735790758  Cost test:  2585.788135559559
Iteration :  196  Cost train:  2510.2343821178056  Cost test:  2585.7019736189504
Iteration :  197  Cost train:  2510.177856228226  Cost test:  2585.6186223772047
Iteration :  198  Cost train:  2510.123506298537  Cost test:  2585.53798133331
Iteration :  199  Cost train:  2510.0712462614924  Cost test:  2585.459953748317
Iteration :  200  Cost train:  2510.0209934542004  Cost test:  2585.3844465007905
Iteration :  201  Cost train:  2509.97266848346  Cost test:  2585.3113699478968
Iteration :  202  Cost train:  2509.9261950964337  Cost test:  2585.2406377918987
Iteration :  203  Cost train:  2509.8815000564323  Cost test:  2585.1721669518497
Iteration :  204  Cost train:  2509.8385130236115  Cost test:  2585.105877440287
Iteration :  205  Cost train:  2509.797166440387  Cost test:  2585.0416922447166
Iteration :  206  Cost train:  2509.7573954213863  Cost test:  2584.9795372137173
Iteration :  207  Cost train:  2509.7191376477467  Cost test:  2584.919340947467
Iteration :  208  Cost train:  2509.682333265603  Cost test:  2584.8610346925325
Iteration :  209  Cost train:  2509.646924788582  Cost test:  2584.80455224074
Iteration :  210  Cost train:  2509.6128570041574  Cost test:  2584.749829831984
Iteration :  211  Cost train:  2509.580076883712  Cost test:  2584.6968060608015
Iteration :  212  Cost train:  2509.548533496151  Cost test:  2584.645421786585
Iteration :  213  Cost train:  2509.5181779249347  Cost test:  2584.595620047266
Iteration :  214  Cost train:  2509.4889631883984  Cost test:  2584.547345976361
Iteration :  215  Cost train:  2509.4608441632145  Cost test:  2584.500546723225
Iteration :  216  Cost train:  2509.4337775108893  Cost test:  2584.4551713764017
Iteration :  217  Cost train:  2509.407721607163  Cost test:  2584.41117088994
Iteration :  218  Cost train:  2509.3826364742063  Cost test:  2584.36849801257
Iteration :  219  Cost train:  2509.358483715494  Cost test:  2584.327107219615
Iteration :  220  Cost train:  2509.3352264532587  Cost test:  2584.286954647543
Iteration :  221  Cost train:  2509.312829268417  Cost test:  2584.247998031049
Iteration :  222  Cost train:  2509.291258142871  Cost test:  2584.2101966425694
Iteration :  223  Cost train:  2509.2704804040945  Cost test:  2584.173511234137
Iteration :  224  Cost train:  2509.250464671907  Cost test:  2584.137903981477
Iteration :  225  Cost train:  2509.231180807359  Cost test:  2584.1033384302686
Iteration :  226  Cost train:  2509.2125998636325  Cost test:  2584.0697794444773
Iteration :  227  Cost train:  2509.194694038888  Cost test:  2584.037193156676
Iteration :  228  Cost train:  2509.1774366309755  Cost test:  2584.0055469202953
Iteration :  229  Cost train:  2509.160801993937  Cost test:  2583.9748092636964
Iteration :  230  Cost train:  2509.1447654962294  Cost test:  2583.944949846028
Iteration :  231  Cost train:  2509.129303480597  Cost test:  2583.9159394147755
Iteration :  232  Cost train:  2509.1143932255395  Cost test:  2583.887749764944
Iteration :  233  Cost train:  2509.1000129082936  Cost test:  2583.8603536998153
Iteration :  234  Cost train:  2509.0861415692843  Cost test:  2583.8337249932074
Iteration :  235  Cost train:  2509.0727590779875  Cost test:  2583.8078383531893
Iteration :  236  Cost train:  2509.0598461001287  Cost test:  2583.7826693871884
Iteration :  237  Cost train:  2509.047384066194  Cost test:  2583.758194568432
Iteration :  238  Cost train:  2509.0353551411777  Cost test:  2583.73439120368
Iteration :  239  Cost train:  2509.0237421955308  Cost test:  2583.711237402198
Iteration :  240  Cost train:  2509.0125287772544  Cost test:  2583.6887120459087
Iteration :  241  Cost train:  2509.0016990851027  Cost test:  2583.6667947606966
Iteration :  242  Cost train:  2508.9912379428406  Cost test:  2583.6454658888033
Iteration :  243  Cost train:  2508.9811307745204  Cost test:  2583.6247064622826
Iteration :  244  Cost train:  2508.9713635807425  Cost test:  2583.6044981774653
Convergence Achieved at  244.0  iteration
Cost Minima Found :  2508.9713635807425
Betas : 
X0             42.409463
T1              1.216730
RH_1            2.266395
T2              1.177598
RH_2            2.156583
T3              1.262312
RH_3            2.168333
T4              1.171987
RH_4            2.138609
T5              1.086625
RH_5            2.711602
RH_6            2.322392
T7              1.133409
RH_7            1.853996
T8              1.239049
RH_8            2.206655
RH_9            2.208502
T_out           0.534300
Press_mm_hg    41.517579
RH_out          3.816893
Windspeed       0.268481
Tdewpoint       0.217483
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  5458.090953727054  Cost test:  5593.844183375483
Iteration :  3  Cost train:  4898.396593841184  Cost test:  5027.9990775749275
Iteration :  4  Cost train:  4444.925921509985  Cost test:  4568.9913373497575
Iteration :  5  Cost train:  4077.518602760957  Cost test:  4196.599453630689
Iteration :  6  Cost train:  3779.8405600792935  Cost test:  3894.4342611933566
Iteration :  7  Cost train:  3538.6577821324577  Cost test:  3649.212144716861
Iteration :  8  Cost train:  3343.247958107909  Cost test:  3450.1661289236836
Iteration :  9  Cost train:  3184.9237787483157  Cost test:  3288.5686891025316
Iteration :  10  Cost train:  3056.6467107139833  Cost test:  3157.3450834089203
Iteration :  11  Cost train:  2952.7140732200373  Cost test:  3050.7600311547317
Iteration :  12  Cost train:  2868.5055048126464  Cost test:  2964.1638206683483
Iteration :  13  Cost train:  2800.277548551223  Cost test:  2893.7865711214154
Iteration :  14  Cost train:  2744.997223140666  Cost test:  2836.5715123692717
Iteration :  15  Cost train:  2700.2071808186133  Cost test:  2790.039880451825
Iteration :  16  Cost train:  2663.9164571056704  Cost test:  2752.1814310116947
Iteration :  17  Cost train:  2634.511955305088  Cost test:  2721.36571094288
Iteration :  18  Cost train:  2610.6867304763578  Cost test:  2696.2701506726885
Iteration :  19  Cost train:  2591.3818844883403  Cost test:  2675.8217865882443
Iteration :  20  Cost train:  2575.739488887138  Cost test:  2659.1500284540034
Iteration :  21  Cost train:  2563.0644425951596  Cost test:  2645.5483771336985
Iteration :  22  Cost train:  2552.7935686879405  Cost test:  2634.4433953279245
Iteration :  23  Cost train:  2544.4705763345805  Cost test:  2625.369556029334
Iteration :  24  Cost train:  2537.7257747446292  Cost test:  2617.9488542910167
Iteration :  25  Cost train:  2532.259637231835  Cost test:  2611.8742792945413
Iteration :  26  Cost train:  2527.8294846759777  Cost test:  2606.8964149861845
Iteration :  27  Cost train:  2524.238696348098  Cost test:  2602.812576334268
Iteration :  28  Cost train:  2521.327968427485  Cost test:  2599.4580007140507
Iteration :  29  Cost train:  2518.9682315762857  Cost test:  2596.6987050456423
Iteration :  30  Cost train:  2517.0549126970027  Cost test:  2594.4256931433615
Iteration :  31  Cost train:  2515.5032857586298  Cost test:  2592.550257561647
Iteration :  32  Cost train:  2514.2447049956377  Cost test:  2591.0001687008366
Iteration :  33  Cost train:  2513.2235530131193  Cost test:  2589.716583218979
Iteration :  34  Cost train:  2512.394768115092  Cost test:  2588.651535628028
Iteration :  35  Cost train:  2511.7218409244315  Cost test:  2587.7659027478967
Iteration :  36  Cost train:  2511.1751912269597  Cost test:  2587.0277515952143
Iteration :  37  Cost train:  2510.7308528764443  Cost test:  2586.410998223294
Iteration :  38  Cost train:  2510.369408293214  Cost test:  2585.8943187576906
Iteration :  39  Cost train:  2510.075125185692  Cost test:  2585.4602649970207
Iteration :  40  Cost train:  2509.8352571146957  Cost test:  2585.0945459651753
Iteration :  41  Cost train:  2509.639476804558  Cost test:  2584.7854441085515
Iteration :  42  Cost train:  2509.4794170068826  Cost test:  2584.5233407546593
Iteration :  43  Cost train:  2509.3482985043765  Cost test:  2584.3003302490033
Iteration :  44  Cost train:  2509.2406287163267  Cost test:  2584.1099060782567
Iteration :  45  Cost train:  2509.151957506139  Cost test:  2583.946705441938
Iteration :  46  Cost train:  2509.07867933449  Cost test:  2583.8063012916878
Iteration :  47  Cost train:  2509.0178729620975  Cost test:  2583.685032930149
Iteration :  48  Cost train:  2508.9671715755026  Cost test:  2583.5798679420113
Iteration :  49  Cost train:  2508.9246575618663  Cost test:  2583.488289592425
Iteration :  50  Cost train:  2508.8887772545872  Cost test:  2583.408204932905
Iteration :  51  Cost train:  2508.8582718594625  Cost test:  2583.3378697508742
Iteration :  52  Cost train:  2508.8321214904663  Cost test:  2583.275827225711
Iteration :  53  Cost train:  2508.8094998270503  Cost test:  2583.2208577435995
Iteration :  54  Cost train:  2508.7897373770966  Cost test:  2583.17193780166
Iteration :  55  Cost train:  2508.77229171224  Cost test:  2583.128206319784
Iteration :  56  Cost train:  2508.7567233522745  Cost test:  2583.0889369934057
Iteration :  57  Cost train:  2508.7426762264813  Cost test:  2583.0535155759235
Iteration :  58  Cost train:  2508.729861843235  Cost test:  2583.0214211868947
Iteration :  59  Cost train:  2508.7180464640765  Cost test:  2582.992210910488
Iteration :  60  Cost train:  2508.707040712038  Cost test:  2582.9655070854333
Iteration :  61  Cost train:  2508.696691152218  Cost test:  2582.9409867987747
Iteration :  62  Cost train:  2508.6868734702844  Cost test:  2582.9183731859903
Convergence Achieved at  62.0  iteration
Cost Minima Found :  2508.6868734702844
Betas : 
X0             42.660242
T1              1.231842
RH_1            2.296235
T2              1.202512
RH_2            2.152303
T3              1.281375
RH_3            2.186267
T4              1.186883
RH_4            2.151801
T5              1.097090
RH_5            2.717603
RH_6            2.153156
T7              1.146194
RH_7            1.842512
T8              1.254923
RH_8            2.180914
RH_9            2.203428
T_out           0.573908
Press_mm_hg    41.789467
RH_out          3.685805
Windspeed       0.282968
Tdewpoint       0.222364
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  2509.068747327288  Cost test:  2583.2888315125174
Iteration :  3  Cost train:  2508.9877646352675  Cost test:  2583.1244482109373
Iteration :  4  Cost train:  2508.911792909118  Cost test:  2583.044290973536
Iteration :  5  Cost train:  2508.8359407048074  Cost test:  2582.9643506341044
Iteration :  6  Cost train:  2508.76020780163  Cost test:  2582.884535248296
Iteration :  7  Cost train:  2508.6845939858417  Cost test:  2582.8048444897763
Iteration :  8  Cost train:  2508.6090990440857  Cost test:  2582.7252781388083
Iteration :  9  Cost train:  2508.53372276339  Cost test:  2582.6458359761696
Iteration :  10  Cost train:  2508.458464931171  Cost test:  2582.566517783033
Iteration :  11  Cost train:  2508.383325335225  Cost test:  2582.487323340963
Iteration :  12  Cost train:  2508.308303763738  Cost test:  2582.4082524319147
Iteration :  13  Cost train:  2508.233400005275  Cost test:  2582.329304838237
Iteration :  14  Cost train:  2508.1586138487864  Cost test:  2582.2504803426664
Iteration :  15  Cost train:  2508.0839450836033  Cost test:  2582.1717787283305
Iteration :  16  Cost train:  2508.0093934994384  Cost test:  2582.093199778746
Iteration :  17  Cost train:  2507.934958886385  Cost test:  2582.014743277816
Iteration :  18  Cost train:  2507.8606410349175  Cost test:  2581.9364090098334
Iteration :  19  Cost train:  2507.7864397358876  Cost test:  2581.858196759477
Iteration :  20  Cost train:  2507.712354780527  Cost test:  2581.780106311811
Iteration :  21  Cost train:  2507.6383859604443  Cost test:  2581.702137452287
Iteration :  22  Cost train:  2507.5645330676266  Cost test:  2581.6242899667386
Iteration :  23  Cost train:  2507.4907958944355  Cost test:  2581.546563641386
Iteration :  24  Cost train:  2507.417174233611  Cost test:  2581.468958262831
Iteration :  25  Cost train:  2507.343667878267  Cost test:  2581.39147361806
Iteration :  26  Cost train:  2507.2702766218904  Cost test:  2581.314109494439
Iteration :  27  Cost train:  2507.1970002583444  Cost test:  2581.236865679717
Iteration :  28  Cost train:  2507.1238385818647  Cost test:  2581.1597419620225
Iteration :  29  Cost train:  2507.050791387058  Cost test:  2581.082738129865
Iteration :  30  Cost train:  2506.977858468904  Cost test:  2581.005853972133
Iteration :  31  Cost train:  2506.9050396227535  Cost test:  2580.9290892780923
Iteration :  32  Cost train:  2506.832334644328  Cost test:  2580.852443837388
Iteration :  33  Cost train:  2506.759743329717  Cost test:  2580.775917440042
Iteration :  34  Cost train:  2506.6872654753815  Cost test:  2580.699509876453
Iteration :  35  Cost train:  2506.614900878149  Cost test:  2580.623220937394
Iteration :  36  Cost train:  2506.542649335216  Cost test:  2580.547050414015
Iteration :  37  Cost train:  2506.470510644145  Cost test:  2580.4709980978396
Iteration :  38  Cost train:  2506.398484602866  Cost test:  2580.395063780765
Iteration :  39  Cost train:  2506.326571009675  Cost test:  2580.3192472550627
Iteration :  40  Cost train:  2506.254769663231  Cost test:  2580.243548313376
Iteration :  41  Cost train:  2506.183080362559  Cost test:  2580.1679667487183
Iteration :  42  Cost train:  2506.1115029070484  Cost test:  2580.092502354477
Iteration :  43  Cost train:  2506.04003709645  Cost test:  2580.017154924407
Iteration :  44  Cost train:  2505.968682730878  Cost test:  2579.941924252636
Iteration :  45  Cost train:  2505.897439610809  Cost test:  2579.8668101336584
Iteration :  46  Cost train:  2505.826307537079  Cost test:  2579.791812362339
Iteration :  47  Cost train:  2505.7552863108867  Cost test:  2579.7169307339086
Iteration :  48  Cost train:  2505.684375733789  Cost test:  2579.6421650439656
Iteration :  49  Cost train:  2505.613575607702  Cost test:  2579.5675150884754
Iteration :  50  Cost train:  2505.542885734901  Cost test:  2579.4929806637683
Iteration :  51  Cost train:  2505.472305918019  Cost test:  2579.418561566541
Iteration :  52  Cost train:  2505.4018359600473  Cost test:  2579.3442575938543
Iteration :  53  Cost train:  2505.331475664331  Cost test:  2579.270068543132
Iteration :  54  Cost train:  2505.2612248345736  Cost test:  2579.1959942121607
Iteration :  55  Cost train:  2505.191083274832  Cost test:  2579.1220343990913
Iteration :  56  Cost train:  2505.121050789521  Cost test:  2579.048188902436
Iteration :  57  Cost train:  2505.051127183407  Cost test:  2578.9744575210666
Iteration :  58  Cost train:  2504.981312261608  Cost test:  2578.9008400542175
Iteration :  59  Cost train:  2504.911605829598  Cost test:  2578.827336301482
Iteration :  60  Cost train:  2504.842007693202  Cost test:  2578.7539460628122
Iteration :  61  Cost train:  2504.772517658596  Cost test:  2578.6806691385204
Iteration :  62  Cost train:  2504.7031355323074  Cost test:  2578.607505329275
Iteration :  63  Cost train:  2504.633861121213  Cost test:  2578.5344544361033
Iteration :  64  Cost train:  2504.5646942325407  Cost test:  2578.4615162603877
Iteration :  65  Cost train:  2504.495634673865  Cost test:  2578.3886906038674
Iteration :  66  Cost train:  2504.426682253111  Cost test:  2578.3159772686377
Iteration :  67  Cost train:  2504.357836778549  Cost test:  2578.2433760571475
Iteration :  68  Cost train:  2504.2890980587986  Cost test:  2578.170886772201
Iteration :  69  Cost train:  2504.2204659028253  Cost test:  2578.098509216954
Iteration :  70  Cost train:  2504.151940119939  Cost test:  2578.026243194917
Iteration :  71  Cost train:  2504.0835205197964  Cost test:  2577.954088509951
Iteration :  72  Cost train:  2504.0152069123974  Cost test:  2577.88204496627
Iteration :  73  Cost train:  2503.9469991080864  Cost test:  2577.8101123684387
Iteration :  74  Cost train:  2503.878896917552  Cost test:  2577.7382905213717
Iteration :  75  Cost train:  2503.8109001518233  Cost test:  2577.666579230333
Iteration :  76  Cost train:  2503.743008622273  Cost test:  2577.5949783009364
Iteration :  77  Cost train:  2503.6752221406146  Cost test:  2577.523487539144
Iteration :  78  Cost train:  2503.607540518902  Cost test:  2577.4521067512637
Iteration :  79  Cost train:  2503.5399635695317  Cost test:  2577.3808357439543
Iteration :  80  Cost train:  2503.4724911052363  Cost test:  2577.3096743242168
Iteration :  81  Cost train:  2503.40512293909  Cost test:  2577.238622299402
Iteration :  82  Cost train:  2503.337858884502  Cost test:  2577.1676794772034
Iteration :  83  Cost train:  2503.270698755224  Cost test:  2577.09684566566
Iteration :  84  Cost train:  2503.2036423653412  Cost test:  2577.0261206731557
Iteration :  85  Cost train:  2503.1366895292763  Cost test:  2576.9555043084156
Iteration :  86  Cost train:  2503.0698400617875  Cost test:  2576.8849963805096
Iteration :  87  Cost train:  2503.0030937779693  Cost test:  2576.8145966988486
Iteration :  88  Cost train:  2502.9364504932496  Cost test:  2576.7443050731863
Iteration :  89  Cost train:  2502.869910023391  Cost test:  2576.6741213136165
Iteration :  90  Cost train:  2502.80347218449  Cost test:  2576.6040452305724
Iteration :  91  Cost train:  2502.7371367929754  Cost test:  2576.5340766348286
Iteration :  92  Cost train:  2502.6709036656075  Cost test:  2576.464215337498
Iteration :  93  Cost train:  2502.6047726194797  Cost test:  2576.394461150032
Iteration :  94  Cost train:  2502.5387434720155  Cost test:  2576.3248138842196
Iteration :  95  Cost train:  2502.472816040969  Cost test:  2576.255273352188
Iteration :  96  Cost train:  2502.406990144424  Cost test:  2576.1858393664
Iteration :  97  Cost train:  2502.3412656007945  Cost test:  2576.1165117396554
Iteration :  98  Cost train:  2502.2756422288217  Cost test:  2576.047290285088
Iteration :  99  Cost train:  2502.210119847576  Cost test:  2575.978174816168
Iteration :  100  Cost train:  2502.1446982764546  Cost test:  2575.9091651466997
Iteration :  101  Cost train:  2502.0793773351816  Cost test:  2575.8402610908192
Iteration :  102  Cost train:  2502.0141568438075  Cost test:  2575.771462462999
Iteration :  103  Cost train:  2501.9490366227083  Cost test:  2575.7027690780396
Iteration :  104  Cost train:  2501.884016492586  Cost test:  2575.6341807510776
Iteration :  105  Cost train:  2501.819096274466  Cost test:  2575.565697297578
Iteration :  106  Cost train:  2501.7542757896977  Cost test:  2575.4973185333374
Iteration :  107  Cost train:  2501.689554859954  Cost test:  2575.4290442744837
Iteration :  108  Cost train:  2501.6249333072315  Cost test:  2575.3608743374707
Iteration :  109  Cost train:  2501.560410953848  Cost test:  2575.292808539086
Iteration :  110  Cost train:  2501.495987622442  Cost test:  2575.2248466964406
Iteration :  111  Cost train:  2501.4316631359743  Cost test:  2575.1569886269767
Iteration :  112  Cost train:  2501.3674373177264  Cost test:  2575.0892341484623
Iteration :  113  Cost train:  2501.3033099912986  Cost test:  2575.0215830789907
Iteration :  114  Cost train:  2501.23928098061  Cost test:  2574.9540352369836
Iteration :  115  Cost train:  2501.175350109901  Cost test:  2574.8865904411855
Iteration :  116  Cost train:  2501.111517203726  Cost test:  2574.8192485106674
Iteration :  117  Cost train:  2501.0477820869614  Cost test:  2574.752009264824
Iteration :  118  Cost train:  2500.984144584797  Cost test:  2574.684872523373
Iteration :  119  Cost train:  2500.9206045227406  Cost test:  2574.6178381063555
Iteration :  120  Cost train:  2500.8571617266152  Cost test:  2574.550905834135
Iteration :  121  Cost train:  2500.79381602256  Cost test:  2574.4840755273967
Iteration :  122  Cost train:  2500.7305672370276  Cost test:  2574.4173470071473
Iteration :  123  Cost train:  2500.6674151967854  Cost test:  2574.3507200947142
Iteration :  124  Cost train:  2500.6043597289136  Cost test:  2574.2841946117437
Iteration :  125  Cost train:  2500.5414006608066  Cost test:  2574.217770380203
Iteration :  126  Cost train:  2500.4785378201705  Cost test:  2574.151447222378
Iteration :  127  Cost train:  2500.4157710350223  Cost test:  2574.085224960873
Iteration :  128  Cost train:  2500.3531001336924  Cost test:  2574.0191034186087
Iteration :  129  Cost train:  2500.290524944819  Cost test:  2573.9530824188246
Iteration :  130  Cost train:  2500.228045297353  Cost test:  2573.8871617850764
Iteration :  131  Cost train:  2500.165661020553  Cost test:  2573.8213413412354
Iteration :  132  Cost train:  2500.1033719439883  Cost test:  2573.755620911489
Iteration :  133  Cost train:  2500.0411778975363  Cost test:  2573.6900003203395
Iteration :  134  Cost train:  2499.97907871138  Cost test:  2573.624479392603
Iteration :  135  Cost train:  2499.917074216012  Cost test:  2573.5590579534096
Iteration :  136  Cost train:  2499.855164242232  Cost test:  2573.4937358282027
Iteration :  137  Cost train:  2499.7933486211446  Cost test:  2573.428512842738
Iteration :  138  Cost train:  2499.7316271841596  Cost test:  2573.363388823085
Iteration :  139  Cost train:  2499.669999762994  Cost test:  2573.2983635956225
Iteration :  140  Cost train:  2499.608466189667  Cost test:  2573.233436987041
Iteration :  141  Cost train:  2499.5470262965036  Cost test:  2573.1686088243414
Iteration :  142  Cost train:  2499.485679916131  Cost test:  2573.1038789348363
Iteration :  143  Cost train:  2499.4244268814805  Cost test:  2573.039247146143
Iteration :  144  Cost train:  2499.363267025785  Cost test:  2572.9747132861926
Iteration :  145  Cost train:  2499.3022001825784  Cost test:  2572.9102771832218
Iteration :  146  Cost train:  2499.241226185697  Cost test:  2572.845938665775
Iteration :  147  Cost train:  2499.1803448692776  Cost test:  2572.7816975627047
Iteration :  148  Cost train:  2499.119556067758  Cost test:  2572.717553703168
Iteration :  149  Cost train:  2499.058859615873  Cost test:  2572.6535069166307
Iteration :  150  Cost train:  2498.998255348659  Cost test:  2572.589557032861
Iteration :  151  Cost train:  2498.93774310145  Cost test:  2572.5257038819345
Iteration :  152  Cost train:  2498.877322709878  Cost test:  2572.46194729423
Iteration :  153  Cost train:  2498.816994009873  Cost test:  2572.3982871004296
Iteration :  154  Cost train:  2498.75675683766  Cost test:  2572.3347231315192
Iteration :  155  Cost train:  2498.6966110297635  Cost test:  2572.271255218788
Iteration :  156  Cost train:  2498.6365564230005  Cost test:  2572.2078831938256
Iteration :  157  Cost train:  2498.5765928544865  Cost test:  2572.1446068885252
Iteration :  158  Cost train:  2498.516720161628  Cost test:  2572.0814261350793
Iteration :  159  Cost train:  2498.4569381821307  Cost test:  2572.018340765982
Iteration :  160  Cost train:  2498.3972467539884  Cost test:  2571.955350614028
Iteration :  161  Cost train:  2498.3376457154927  Cost test:  2571.892455512308
Iteration :  162  Cost train:  2498.278134905225  Cost test:  2571.829655294216
Iteration :  163  Cost train:  2498.2187141620607  Cost test:  2571.766949793442
Iteration :  164  Cost train:  2498.159383325165  Cost test:  2571.7043388439733
Iteration :  165  Cost train:  2498.100142233995  Cost test:  2571.6418222800958
Iteration :  166  Cost train:  2498.0409907282988  Cost test:  2571.579399936392
Iteration :  167  Cost train:  2497.981928648114  Cost test:  2571.517071647739
Iteration :  168  Cost train:  2497.922955833767  Cost test:  2571.454837249312
Iteration :  169  Cost train:  2497.8640721258744  Cost test:  2571.3926965765795
Iteration :  170  Cost train:  2497.8052773653403  Cost test:  2571.330649465305
Iteration :  171  Cost train:  2497.746571393358  Cost test:  2571.2686957515466
Iteration :  172  Cost train:  2497.687954051406  Cost test:  2571.206835271655
Iteration :  173  Cost train:  2497.629425181251  Cost test:  2571.145067862275
Iteration :  174  Cost train:  2497.570984624946  Cost test:  2571.0833933603426
Iteration :  175  Cost train:  2497.5126322248298  Cost test:  2571.0218116030883
Iteration :  176  Cost train:  2497.4543678235264  Cost test:  2570.9603224280295
Iteration :  177  Cost train:  2497.3961912639443  Cost test:  2570.8989256729787
Iteration :  178  Cost train:  2497.3381023892775  Cost test:  2570.8376211760383
Iteration :  179  Cost train:  2497.2801010430017  Cost test:  2570.776408775597
Iteration :  180  Cost train:  2497.222187068877  Cost test:  2570.7152883103367
Iteration :  181  Cost train:  2497.164360310946  Cost test:  2570.654259619227
Iteration :  182  Cost train:  2497.1066206135347  Cost test:  2570.593322541525
Iteration :  183  Cost train:  2497.048967821249  Cost test:  2570.5324769167764
Iteration :  184  Cost train:  2496.991401778977  Cost test:  2570.471722584814
Iteration :  185  Cost train:  2496.9339223318857  Cost test:  2570.411059385756
Iteration :  186  Cost train:  2496.8765293254264  Cost test:  2570.350487160009
Iteration :  187  Cost train:  2496.819222605325  Cost test:  2570.290005748265
Iteration :  188  Cost train:  2496.7620020175905  Cost test:  2570.2296149914982
Iteration :  189  Cost train:  2496.7048674085086  Cost test:  2570.169314730971
Iteration :  190  Cost train:  2496.6478186246436  Cost test:  2570.1091048082294
Iteration :  191  Cost train:  2496.5908555128367  Cost test:  2570.048985065101
Iteration :  192  Cost train:  2496.533977920208  Cost test:  2569.988955343699
Iteration :  193  Cost train:  2496.4771856941534  Cost test:  2569.9290154864175
Iteration :  194  Cost train:  2496.4204786823434  Cost test:  2569.8691653359333
Iteration :  195  Cost train:  2496.3638567327266  Cost test:  2569.8094047352047
Iteration :  196  Cost train:  2496.307319693525  Cost test:  2569.749733527471
Iteration :  197  Cost train:  2496.2508674132364  Cost test:  2569.690151556253
Iteration :  198  Cost train:  2496.1944997406317  Cost test:  2569.6306586653504
Iteration :  199  Cost train:  2496.138216524756  Cost test:  2569.5712546988425
Iteration :  200  Cost train:  2496.082017614927  Cost test:  2569.511939501089
Iteration :  201  Cost train:  2496.025902860736  Cost test:  2569.4527129167263
Iteration :  202  Cost train:  2495.9698721120462  Cost test:  2569.393574790671
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Iteration :  204  Cost train:  2495.858062031979  Cost test:  2569.2755632945305
Iteration :  205  Cost train:  2495.802282401684  Cost test:  2569.216689615662
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Iteration :  209  Cost train:  2495.579996470659  Cost test:  2568.9820717719404
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Iteration :  1870  Cost train:  2456.363899115419  Cost test:  2528.2836390421385
Iteration :  1871  Cost train:  2456.3532406479812  Cost test:  2528.2733108479383
Iteration :  1872  Cost train:  2456.342587264955  Cost test:  2528.2629884804483
Iteration :  1873  Cost train:  2456.3319389589274  Cost test:  2528.2526719314546
Iteration :  1874  Cost train:  2456.3212957225005  Cost test:  2528.2423611927597
Iteration :  1875  Cost train:  2456.3106575482875  Cost test:  2528.2320562561777
Iteration :  1876  Cost train:  2456.300024428917  Cost test:  2528.2217571135366
Iteration :  1877  Cost train:  2456.2893963570277  Cost test:  2528.21146375668
Iteration :  1878  Cost train:  2456.278773325274  Cost test:  2528.2011761774647
Iteration :  1879  Cost train:  2456.2681553263224  Cost test:  2528.190894367761
Iteration :  1880  Cost train:  2456.2575423528524  Cost test:  2528.1806183194517
Iteration :  1881  Cost train:  2456.246934397556  Cost test:  2528.170348024437
Iteration :  1882  Cost train:  2456.2363314531385  Cost test:  2528.1600834746273
Iteration :  1883  Cost train:  2456.225733512319  Cost test:  2528.149824661949
Iteration :  1884  Cost train:  2456.2151405678283  Cost test:  2528.13957157834
Iteration :  1885  Cost train:  2456.2045526124098  Cost test:  2528.1293242157544
Iteration :  1886  Cost train:  2456.1939696388217  Cost test:  2528.119082566158
Iteration :  1887  Cost train:  2456.183391639833  Cost test:  2528.108846621532
Iteration :  1888  Cost train:  2456.1728186082273  Cost test:  2528.0986163738694
Iteration :  1889  Cost train:  2456.1622505367986  Cost test:  2528.0883918151776
Iteration :  1890  Cost train:  2456.151687418356  Cost test:  2528.078172937478
Iteration :  1891  Cost train:  2456.1411292457205  Cost test:  2528.0679597328044
Iteration :  1892  Cost train:  2456.130576011725  Cost test:  2528.057752193206
Iteration :  1893  Cost train:  2456.120027709217  Cost test:  2528.0475503107436
Iteration :  1894  Cost train:  2456.109484331055  Cost test:  2528.0373540774926
Iteration :  1895  Cost train:  2456.0989458701106  Cost test:  2528.027163485541
Iteration :  1896  Cost train:  2456.088412319268  Cost test:  2528.016978526991
Iteration :  1897  Cost train:  2456.077883671425  Cost test:  2528.0067991939577
Iteration :  1898  Cost train:  2456.0673599194897  Cost test:  2527.99662547857
Iteration :  1899  Cost train:  2456.0568410563856  Cost test:  2527.98645737297
Iteration :  1900  Cost train:  2456.046327075047  Cost test:  2527.976294869313
Iteration :  1901  Cost train:  2456.0358179684204  Cost test:  2527.9661379597674
Iteration :  1902  Cost train:  2456.0253137294662  Cost test:  2527.9559866365157
Iteration :  1903  Cost train:  2456.0148143511556  Cost test:  2527.9458408917526
Iteration :  1904  Cost train:  2456.0043198264743  Cost test:  2527.935700717687
Iteration :  1905  Cost train:  2455.993830148419  Cost test:  2527.92556610654
Iteration :  1906  Cost train:  2455.9833453099986  Cost test:  2527.9154370505466
Iteration :  1907  Cost train:  2455.9728653042357  Cost test:  2527.9053135419554
Iteration :  1908  Cost train:  2455.962390124164  Cost test:  2527.895195573027
Iteration :  1909  Cost train:  2455.9519197628297  Cost test:  2527.8850831360364
Iteration :  1910  Cost train:  2455.941454213292  Cost test:  2527.8749762232696
Iteration :  1911  Cost train:  2455.930993468622  Cost test:  2527.8648748270284
Iteration :  1912  Cost train:  2455.920537521903  Cost test:  2527.8547789396257
Iteration :  1913  Cost train:  2455.9100863662306  Cost test:  2527.8446885533886
Iteration :  1914  Cost train:  2455.899639994713  Cost test:  2527.8346036606554
Iteration :  1915  Cost train:  2455.8891984004704  Cost test:  2527.82452425378
Iteration :  1916  Cost train:  2455.878761576633  Cost test:  2527.8144503251274
Iteration :  1917  Cost train:  2455.8683295163487  Cost test:  2527.804381867076
Iteration :  1918  Cost train:  2455.8579022127715  Cost test:  2527.794318872017
Iteration :  1919  Cost train:  2455.847479659071  Cost test:  2527.784261332355
Iteration :  1920  Cost train:  2455.8370618484273  Cost test:  2527.7742092405065
Iteration :  1921  Cost train:  2455.8266487740343  Cost test:  2527.7641625889023
Iteration :  1922  Cost train:  2455.8162404290956  Cost test:  2527.7541213699837
Iteration :  1923  Cost train:  2455.805836806829  Cost test:  2527.7440855762084
Iteration :  1924  Cost train:  2455.7954379004636  Cost test:  2527.7340552000433
Iteration :  1925  Cost train:  2455.7850437032394  Cost test:  2527.7240302339696
Iteration :  1926  Cost train:  2455.7746542084105  Cost test:  2527.7140106704815
Iteration :  1927  Cost train:  2455.7642694092406  Cost test:  2527.7039965020854
Iteration :  1928  Cost train:  2455.7538892990074  Cost test:  2527.6939877213003
Iteration :  1929  Cost train:  2455.7435138709984  Cost test:  2527.683984320659
Iteration :  1930  Cost train:  2455.733143118515  Cost test:  2527.6739862927047
Iteration :  1931  Cost train:  2455.722777034869  Cost test:  2527.6639936299957
Iteration :  1932  Cost train:  2455.7124156133855  Cost test:  2527.654006325101
Iteration :  1933  Cost train:  2455.7020588473997  Cost test:  2527.644024370604
Iteration :  1934  Cost train:  2455.69170673026  Cost test:  2527.634047759098
Iteration :  1935  Cost train:  2455.6813592553253  Cost test:  2527.624076483192
Iteration :  1936  Cost train:  2455.671016415968  Cost test:  2527.6141105355046
Iteration :  1937  Cost train:  2455.66067820557  Cost test:  2527.604149908669
Iteration :  1938  Cost train:  2455.6503446175266  Cost test:  2527.5941945953305
Iteration :  1939  Cost train:  2455.640015645245  Cost test:  2527.584244588146
Iteration :  1940  Cost train:  2455.629691282142  Cost test:  2527.574299879784
Iteration :  1941  Cost train:  2455.619371521648  Cost test:  2527.5643604629286
Iteration :  1942  Cost train:  2455.6090563572047  Cost test:  2527.5544263302736
Iteration :  1943  Cost train:  2455.5987457822644  Cost test:  2527.544497474526
Iteration :  1944  Cost train:  2455.588439790293  Cost test:  2527.534573888405
Iteration :  1945  Cost train:  2455.578138374765  Cost test:  2527.5246555646413
Iteration :  1946  Cost train:  2455.5678415291686  Cost test:  2527.51474249598
Iteration :  1947  Cost train:  2455.557549247004  Cost test:  2527.504834675177
Iteration :  1948  Cost train:  2455.547261521781  Cost test:  2527.494932095
Iteration :  1949  Cost train:  2455.536978347022  Cost test:  2527.4850347482297
Iteration :  1950  Cost train:  2455.52669971626  Cost test:  2527.47514262766
Iteration :  1951  Cost train:  2455.516425623041  Cost test:  2527.465255726094
Iteration :  1952  Cost train:  2455.506156060921  Cost test:  2527.45537403635
Iteration :  1953  Cost train:  2455.495891023468  Cost test:  2527.4454975512576
Iteration :  1954  Cost train:  2455.4856305042617  Cost test:  2527.4356262636566
Iteration :  1955  Cost train:  2455.475374496892  Cost test:  2527.4257601664026
Iteration :  1956  Cost train:  2455.4651229949613  Cost test:  2527.41589925236
Iteration :  1957  Cost train:  2455.454875992083  Cost test:  2527.406043514406
Iteration :  1958  Cost train:  2455.444633481881  Cost test:  2527.3961929454317
Iteration :  1959  Cost train:  2455.4343954579913  Cost test:  2527.3863475383373
Iteration :  1960  Cost train:  2455.4241619140607  Cost test:  2527.3765072860374
Iteration :  1961  Cost train:  2455.413932843749  Cost test:  2527.366672181457
Iteration :  1962  Cost train:  2455.403708240724  Cost test:  2527.356842217534
Iteration :  1963  Cost train:  2455.393488098667  Cost test:  2527.3470173872183
Iteration :  1964  Cost train:  2455.383272411271  Cost test:  2527.3371976834705
Iteration :  1965  Cost train:  2455.3730611722362  Cost test:  2527.327383099264
Iteration :  1966  Cost train:  2455.3628543752798  Cost test:  2527.3175736275844
Iteration :  1967  Cost train:  2455.352652014125  Cost test:  2527.307769261429
Iteration :  1968  Cost train:  2455.3424540825094  Cost test:  2527.2979699938055
Iteration :  1969  Cost train:  2455.3322605741805  Cost test:  2527.2881758177355
Iteration :  1970  Cost train:  2455.322071482895  Cost test:  2527.278386726251
Iteration :  1971  Cost train:  2455.311886802424  Cost test:  2527.268602712397
Iteration :  1972  Cost train:  2455.3017065265476  Cost test:  2527.258823769229
Iteration :  1973  Cost train:  2455.291530649057  Cost test:  2527.2490498898133
Iteration :  1974  Cost train:  2455.281359163756  Cost test:  2527.239281067231
Iteration :  1975  Cost train:  2455.2711920644556  Cost test:  2527.2295172945724
Iteration :  1976  Cost train:  2455.261029344982  Cost test:  2527.21975856494
Iteration :  1977  Cost train:  2455.2508709991703  Cost test:  2527.2100048714487
Iteration :  1978  Cost train:  2455.240717020866  Cost test:  2527.200256207224
Iteration :  1979  Cost train:  2455.2305674039267  Cost test:  2527.1905125654034
Iteration :  1980  Cost train:  2455.22042214222  Cost test:  2527.1807739391365
Iteration :  1981  Cost train:  2455.2102812296243  Cost test:  2527.1710403215834
Iteration :  1982  Cost train:  2455.2001446600298  Cost test:  2527.1613117059164
Iteration :  1983  Cost train:  2455.190012427336  Cost test:  2527.1515880853194
Iteration :  1984  Cost train:  2455.1798845254543  Cost test:  2527.1418694529875
Iteration :  1985  Cost train:  2455.169760948307  Cost test:  2527.132155802128
Iteration :  1986  Cost train:  2455.159641689826  Cost test:  2527.122447125958
Iteration :  1987  Cost train:  2455.149526743955  Cost test:  2527.1127434177074
Iteration :  1988  Cost train:  2455.139416104648  Cost test:  2527.1030446706177
Iteration :  1989  Cost train:  2455.129309765869  Cost test:  2527.0933508779403
Iteration :  1990  Cost train:  2455.119207721594  Cost test:  2527.08366203294
Iteration :  1991  Cost train:  2455.1091099658092  Cost test:  2527.0739781288917
Iteration :  1992  Cost train:  2455.09901649251  Cost test:  2527.064299159081
Iteration :  1993  Cost train:  2455.0889272957047  Cost test:  2527.0546251168066
Iteration :  1994  Cost train:  2455.0788423694103  Cost test:  2527.0449559953777
Iteration :  1995  Cost train:  2455.0687617076555  Cost test:  2527.0352917881137
Iteration :  1996  Cost train:  2455.058685304479  Cost test:  2527.025632488346
Iteration :  1997  Cost train:  2455.04861315393  Cost test:  2527.015978089419
Iteration :  1998  Cost train:  2455.0385452500686  Cost test:  2527.0063285846854
Iteration :  1999  Cost train:  2455.0284815869654  Cost test:  2526.9966839675108
Iteration :  2000  Cost train:  2455.018422158701  Cost test:  2526.9870442312713
Iteration :  2001  Cost train:  2455.008366959366  Cost test:  2526.9774093693554
Iteration :  2002  Cost train:  2454.998315983063  Cost test:  2526.967779375161
Iteration :  2003  Cost train:  2454.988269223904  Cost test:  2526.958154242098
Iteration :  2004  Cost train:  2454.9782266760108  Cost test:  2526.948533963587
Iteration :  2005  Cost train:  2454.968188333517  Cost test:  2526.9389185330606
Iteration :  2006  Cost train:  2454.9581541905654  Cost test:  2526.9293079439617
Iteration :  2007  Cost train:  2454.94812424131  Cost test:  2526.9197021897444
Iteration :  2008  Cost train:  2454.9380984799145  Cost test:  2526.9101012638735
Iteration :  2009  Cost train:  2454.9280769005522  Cost test:  2526.900505159825
Iteration :  2010  Cost train:  2454.918059497409  Cost test:  2526.890913871087
Iteration :  2011  Cost train:  2454.908046264678  Cost test:  2526.8813273911555
Iteration :  2012  Cost train:  2454.8980371965654  Cost test:  2526.8717457135417
Iteration :  2013  Cost train:  2454.888032287286  Cost test:  2526.8621688317644
Iteration :  2014  Cost train:  2454.878031531065  Cost test:  2526.8525967393552
Iteration :  2015  Cost train:  2454.8680349221386  Cost test:  2526.843029429854
Convergence Achieved at  2015.0  iteration
Cost Minima Found :  2454.8680349221386
Betas : 
X0              46.078514
T1               8.091378
RH_1            33.417666
T2              21.638912
RH_2           -13.930069
T3              12.726980
RH_3            18.977537
T4               5.763293
RH_4            12.698682
T5               1.389392
RH_5             0.138721
RH_6          -107.055190
T7               2.077176
RH_7           -21.212809
T8               7.655018
RH_8           -42.016563
RH_9           -16.087458
T_out           37.671893
Press_mm_hg     64.621670
RH_out        -161.935327
Windspeed       20.288474
Tdewpoint        1.977019
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
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Iteration :  2014  Cost train:  2439.5220851264485  Cost test:  2512.3882235685023
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Iteration :  2017  Cost train:  2439.4786588935062  Cost test:  2513.6426977337333
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Iteration :  2019  Cost train:  2439.4497590048313  Cost test:  2513.614462331681
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Iteration :  2917  Cost train:  2428.6668530827756  Cost test:  2503.892014587578
Iteration :  2918  Cost train:  2428.656343422375  Cost test:  2503.7235490743906
Iteration :  2919  Cost train:  2428.6458362177577  Cost test:  2503.874118346821
Iteration :  2920  Cost train:  2428.635331467679  Cost test:  2503.706396087757
Iteration :  2921  Cost train:  2428.624829170896  Cost test:  2503.856232855702
Iteration :  2922  Cost train:  2428.6143293261684  Cost test:  2503.6892504282073
Iteration :  2923  Cost train:  2428.6038319322574  Cost test:  2503.8383580954883
Iteration :  2924  Cost train:  2428.5933369879285  Cost test:  2503.6721120928382
Iteration :  2925  Cost train:  2428.582844491948  Cost test:  2503.820494047532
Iteration :  2926  Cost train:  2428.572354443086  Cost test:  2503.6549810787574
Iteration :  2927  Cost train:  2428.5618668401157  Cost test:  2503.8026406932654
Iteration :  2928  Cost train:  2428.5513816818107  Cost test:  2503.6378573830802
Iteration :  2929  Cost train:  2428.540898966949  Cost test:  2503.784798014203
Iteration :  2930  Cost train:  2428.5304186943104  Cost test:  2503.6207410029306
Iteration :  2931  Cost train:  2428.519940862677  Cost test:  2503.7669659919393
Iteration :  2932  Cost train:  2428.5094654708337  Cost test:  2503.603631935441
Iteration :  2933  Cost train:  2428.4989925175682  Cost test:  2503.749144608149
Iteration :  2934  Cost train:  2428.48852200167  Cost test:  2503.586530177752
Iteration :  2935  Cost train:  2428.478053921931  Cost test:  2503.731333844586
Iteration :  2936  Cost train:  2428.4675882771467  Cost test:  2503.5694357270136
Iteration :  2937  Cost train:  2428.4571250661133  Cost test:  2503.7135336830847
Iteration :  2938  Cost train:  2428.4466642876314  Cost test:  2503.552348580382
Iteration :  2939  Cost train:  2428.4362059405016  Cost test:  2503.695744105557
Iteration :  2940  Cost train:  2428.42575002353  Cost test:  2503.5352687350205
Iteration :  2941  Cost train:  2428.415296535522  Cost test:  2503.677965093994
Iteration :  2942  Cost train:  2428.404845475287  Cost test:  2503.5181961881017
Iteration :  2943  Cost train:  2428.3943968416365  Cost test:  2503.660196630462
Iteration :  2944  Cost train:  2428.383950633385  Cost test:  2503.501130936805
Iteration :  2945  Cost train:  2428.373506849349  Cost test:  2503.642438697108
Iteration :  2946  Cost train:  2428.363065488345  Cost test:  2503.484072978317
Iteration :  2947  Cost train:  2428.3526265491964  Cost test:  2503.6246912761526
Iteration :  2948  Cost train:  2428.3421900307253  Cost test:  2503.46702230983
Iteration :  2949  Cost train:  2428.331755931757  Cost test:  2503.6069543498943
Iteration :  2950  Cost train:  2428.3213242511197  Cost test:  2503.4499789285455
Iteration :  2951  Cost train:  2428.3108949876446  Cost test:  2503.5892279007066
Iteration :  2952  Cost train:  2428.300468140162  Cost test:  2503.43294283167
Iteration :  2953  Cost train:  2428.290043707509  Cost test:  2503.571511911038
Iteration :  2954  Cost train:  2428.279621688521  Cost test:  2503.4159140164165
Iteration :  2955  Cost train:  2428.269202082038  Cost test:  2503.553806363412
Iteration :  2956  Cost train:  2428.258784886901  Cost test:  2503.3988924800055
Iteration :  2957  Cost train:  2428.2483701019546  Cost test:  2503.536111240427
Iteration :  2958  Cost train:  2428.237957726044  Cost test:  2503.381878219662
Iteration :  2959  Cost train:  2428.2275477580174  Cost test:  2503.518426524754
Iteration :  2960  Cost train:  2428.2171401967257  Cost test:  2503.364871232619
Iteration :  2961  Cost train:  2428.2067350410216  Cost test:  2503.500752199137
Iteration :  2962  Cost train:  2428.1963322897595  Cost test:  2503.347871516114
Iteration :  2963  Cost train:  2428.1859319417968  Cost test:  2503.4830882463953
Iteration :  2964  Cost train:  2428.1755339959927  Cost test:  2503.3308790673905
Iteration :  2965  Cost train:  2428.1651384512083  Cost test:  2503.4654346494176
Iteration :  2966  Cost train:  2428.1547453063067  Cost test:  2503.3138938836983
Iteration :  2967  Cost train:  2428.144354560155  Cost test:  2503.447791391167
Iteration :  2968  Cost train:  2428.1339662116197  Cost test:  2503.2969159622908
Iteration :  2969  Cost train:  2428.1235802595716  Cost test:  2503.430158454675
Iteration :  2970  Cost train:  2428.113196702882  Cost test:  2503.2799453004295
Iteration :  2971  Cost train:  2428.102815540426  Cost test:  2503.412535823047
Iteration :  2972  Cost train:  2428.0924367710786  Cost test:  2503.2629818953783
Iteration :  2973  Cost train:  2428.08206039372  Cost test:  2503.394923479459
Iteration :  2974  Cost train:  2428.071686407229  Cost test:  2503.246025744408
Iteration :  2975  Cost train:  2428.0613148104894  Cost test:  2503.3773214071553
Iteration :  2976  Cost train:  2428.0509456023856  Cost test:  2503.229076844794
Iteration :  2977  Cost train:  2428.040578781803  Cost test:  2503.35972958945
Iteration :  2978  Cost train:  2428.0302143476324  Cost test:  2503.2121351938144
Iteration :  2979  Cost train:  2428.019852298763  Cost test:  2503.3421480097277
Iteration :  2980  Cost train:  2428.009492634089  Cost test:  2503.1952007887553
Iteration :  2981  Cost train:  2427.999135352504  Cost test:  2503.324576651441
Iteration :  2982  Cost train:  2427.988780452906  Cost test:  2503.1782736269047
Iteration :  2983  Cost train:  2427.9784279341934  Cost test:  2503.3070154981115
Iteration :  2984  Cost train:  2427.9680777952667  Cost test:  2503.1613537055555
Iteration :  2985  Cost train:  2427.9577300350297  Cost test:  2503.289464533328
Iteration :  2986  Cost train:  2427.9473846523865  Cost test:  2503.1444410220056
Iteration :  2987  Cost train:  2427.937041646245  Cost test:  2503.2719237407473
Iteration :  2988  Cost train:  2427.9267010155127  Cost test:  2503.1275355735556
Iteration :  2989  Cost train:  2427.9163627591015  Cost test:  2503.2543931040927
Iteration :  2990  Cost train:  2427.906026875924  Cost test:  2503.1106373575117
Iteration :  2991  Cost train:  2427.895693364895  Cost test:  2503.236872607156
Iteration :  2992  Cost train:  2427.885362224931  Cost test:  2503.0937463711825
Iteration :  2993  Cost train:  2427.875033454951  Cost test:  2503.2193622337927
Iteration :  2994  Cost train:  2427.8647070538746  Cost test:  2503.0768626118806
Iteration :  2995  Cost train:  2427.854383020625  Cost test:  2503.2018619679257
Iteration :  2996  Cost train:  2427.8440613541266  Cost test:  2503.059986076923
Iteration :  2997  Cost train:  2427.8337420533057  Cost test:  2503.1843717935435
Iteration :  2998  Cost train:  2427.8234251170898  Cost test:  2503.0431167636293
Iteration :  2999  Cost train:  2427.81311054441  Cost test:  2503.1668916946987
Iteration :  3000  Cost train:  2427.802798334197  Cost test:  2503.026254669323
Iteration :  3001  Cost train:  2427.792488485386  Cost test:  2503.1494216555097
Iteration :  3002  Cost train:  2427.7821809969114  Cost test:  2503.00939979133
Iteration :  3003  Cost train:  2427.771875867712  Cost test:  2503.1319616601577
Iteration :  3004  Cost train:  2427.761573096726  Cost test:  2502.99255212698
Iteration :  3005  Cost train:  2427.7512726828954  Cost test:  2503.1145116928897
Iteration :  3006  Cost train:  2427.740974625163  Cost test:  2502.9757116736055
Iteration :  3007  Cost train:  2427.730678922473  Cost test:  2503.0970717380137
Iteration :  3008  Cost train:  2427.7203855737735  Cost test:  2502.9588784285424
Iteration :  3009  Cost train:  2427.7100945780116  Cost test:  2503.0796417799024
Iteration :  3010  Cost train:  2427.699805934139  Cost test:  2502.9420523891276
Iteration :  3011  Cost train:  2427.689519641107  Cost test:  2503.0622218029916
Iteration :  3012  Cost train:  2427.6792356978694  Cost test:  2502.925233552703
Iteration :  3013  Cost train:  2427.668954103382  Cost test:  2503.044811791778
Iteration :  3014  Cost train:  2427.658674856603  Cost test:  2502.908421916611
Iteration :  3015  Cost train:  2427.6483979564905  Cost test:  2503.0274117308218
Iteration :  3016  Cost train:  2427.638123402006  Cost test:  2502.8916174781984
Iteration :  3017  Cost train:  2427.6278511921128  Cost test:  2503.0100216047417
Iteration :  3018  Cost train:  2427.6175813257746  Cost test:  2502.874820234813
Iteration :  3019  Cost train:  2427.607313801958  Cost test:  2502.9926413982216
Iteration :  3020  Cost train:  2427.5970486196306  Cost test:  2502.8580301838047
Iteration :  3021  Cost train:  2427.5867857777625  Cost test:  2502.9752710960042
Iteration :  3022  Cost train:  2427.576525275326  Cost test:  2502.841247322526
Iteration :  3023  Cost train:  2427.566267111292  Cost test:  2502.9579106828915
Iteration :  3024  Cost train:  2427.556011284637  Cost test:  2502.8244716483323
Iteration :  3025  Cost train:  2427.545757794337  Cost test:  2502.9405601437466
Iteration :  3026  Cost train:  2427.535506639371  Cost test:  2502.807703158579
Iteration :  3027  Cost train:  2427.525257818718  Cost test:  2502.9232194634924
Iteration :  3028  Cost train:  2427.51501133136  Cost test:  2502.7909418506247
Iteration :  3029  Cost train:  2427.50476717628  Cost test:  2502.905888627112
Iteration :  3030  Cost train:  2427.494525352463  Cost test:  2502.774187721829
Iteration :  3031  Cost train:  2427.484285858896  Cost test:  2502.8885676196455
Iteration :  3032  Cost train:  2427.474048694567  Cost test:  2502.7574407695543
Iteration :  3033  Cost train:  2427.463813858466  Cost test:  2502.8712564261928
Iteration :  3034  Cost train:  2427.453581349584  Cost test:  2502.740700991164
Iteration :  3035  Cost train:  2427.443351166915  Cost test:  2502.853955031912
Iteration :  3036  Cost train:  2427.4331233094535  Cost test:  2502.7239683840216
Iteration :  3037  Cost train:  2427.422897776195  Cost test:  2502.836663422018
Iteration :  3038  Cost train:  2427.412674566139  Cost test:  2502.7072429454943
Iteration :  3039  Cost train:  2427.4024536782845  Cost test:  2502.8193815817845
Iteration :  3040  Cost train:  2427.392235111632  Cost test:  2502.6905246729484
Iteration :  3041  Cost train:  2427.3820188651857  Cost test:  2502.8021094965425
Iteration :  3042  Cost train:  2427.3718049379495  Cost test:  2502.6738135637534
Iteration :  3043  Cost train:  2427.3615933289284  Cost test:  2502.784847151678
Iteration :  3044  Cost train:  2427.351384037131  Cost test:  2502.657109615278
Iteration :  3045  Cost train:  2427.3411770615667  Cost test:  2502.7675945326364
Iteration :  3046  Cost train:  2427.3309724012456  Cost test:  2502.6404128248937
Iteration :  3047  Cost train:  2427.32077005518  Cost test:  2502.7503516249153
Iteration :  3048  Cost train:  2427.3105700223846  Cost test:  2502.6237231899713
Iteration :  3049  Cost train:  2427.300372301873  Cost test:  2502.733118414072
Iteration :  3050  Cost train:  2427.290176892663  Cost test:  2502.6070407078832
Iteration :  3051  Cost train:  2427.2799837937737  Cost test:  2502.7158948857177
Iteration :  3052  Cost train:  2427.269793004224  Cost test:  2502.5903653760033
Iteration :  3053  Cost train:  2427.2596045230366  Cost test:  2502.698681025517
Iteration :  3054  Cost train:  2427.249418349233  Cost test:  2502.573697191705
Iteration :  3055  Cost train:  2427.2392344818386  Cost test:  2502.681476819193
Iteration :  3056  Cost train:  2427.22905291988  Cost test:  2502.5570361523623
Iteration :  3057  Cost train:  2427.2188736623834  Cost test:  2502.6642822525196
Iteration :  3058  Cost train:  2427.2086967083783  Cost test:  2502.540382255351
Iteration :  3059  Cost train:  2427.1985220568954  Cost test:  2502.647097311328
Iteration :  3060  Cost train:  2427.188349706966  Cost test:  2502.523735498047
Iteration :  3061  Cost train:  2427.178179657625  Cost test:  2502.6299219815
Iteration :  3062  Cost train:  2427.168011907906  Cost test:  2502.507095877824
Iteration :  3063  Cost train:  2427.157846456845  Cost test:  2502.6127562489737
Iteration :  3064  Cost train:  2427.1476833034812  Cost test:  2502.4904633920605
Iteration :  3065  Cost train:  2427.1375224468525  Cost test:  2502.595600099739
Iteration :  3066  Cost train:  2427.1273638860007  Cost test:  2502.473838038132
Iteration :  3067  Cost train:  2427.117207619967  Cost test:  2502.5784535198386
Iteration :  3068  Cost train:  2427.107053647796  Cost test:  2502.457219813414
Iteration :  3069  Cost train:  2427.096901968532  Cost test:  2502.561316495369
Iteration :  3070  Cost train:  2427.086752581222  Cost test:  2502.4406087152856
Iteration :  3071  Cost train:  2427.0766054849128  Cost test:  2502.5441890124766
Iteration :  3072  Cost train:  2427.0664606786545  Cost test:  2502.4240047411213
Iteration :  3073  Cost train:  2427.056318161498  Cost test:  2502.5270710573627
Iteration :  3074  Cost train:  2427.0461779324946  Cost test:  2502.407407888298
Iteration :  3075  Cost train:  2427.036039990698  Cost test:  2502.5099626162773
Iteration :  3076  Cost train:  2427.0259043351634  Cost test:  2502.390818154193
Iteration :  3077  Cost train:  2427.015770964947  Cost test:  2502.4928636755235
Iteration :  3078  Cost train:  2427.0056398791057  Cost test:  2502.3742355361824
Iteration :  3079  Cost train:  2426.9955110766996  Cost test:  2502.475774221456
Iteration :  3080  Cost train:  2426.985384556788  Cost test:  2502.357660031641
Iteration :  3081  Cost train:  2426.975260318433  Cost test:  2502.4586942404776
Iteration :  3082  Cost train:  2426.965138360698  Cost test:  2502.341091637946
Iteration :  3083  Cost train:  2426.9550186826477  Cost test:  2502.4416237190435
Iteration :  3084  Cost train:  2426.9449012833466  Cost test:  2502.3245303524727
Iteration :  3085  Cost train:  2426.9347861618626  Cost test:  2502.424562643659
Iteration :  3086  Cost train:  2426.9246733172645  Cost test:  2502.3079761725958
Iteration :  3087  Cost train:  2426.9145627486214  Cost test:  2502.4075110008785
Iteration :  3088  Cost train:  2426.9044544550047  Cost test:  2502.291429095689
Iteration :  3089  Cost train:  2426.8943484354872  Cost test:  2502.390468777306
Iteration :  3090  Cost train:  2426.8842446891417  Cost test:  2502.274889119127
Iteration :  3091  Cost train:  2426.874143215044  Cost test:  2502.373435959595
Iteration :  3092  Cost train:  2426.8640440122713  Cost test:  2502.258356240283
Iteration :  3093  Cost train:  2426.853947079899  Cost test:  2502.356412534448
Iteration :  3094  Cost train:  2426.8438524170083  Cost test:  2502.2418304565285
Iteration :  3095  Cost train:  2426.833760022678  Cost test:  2502.339398488616
Iteration :  3096  Cost train:  2426.82366989599  Cost test:  2502.2253117652367
Iteration :  3097  Cost train:  2426.8135820360276  Cost test:  2502.3223938088986
Iteration :  3098  Cost train:  2426.8034964418744  Cost test:  2502.208800163777
Iteration :  3099  Cost train:  2426.7934131126162  Cost test:  2502.3053984821427
Iteration :  3100  Cost train:  2426.783332047339  Cost test:  2502.1922956495214
Iteration :  3101  Cost train:  2426.7732532451314  Cost test:  2502.2884124952434
Iteration :  3102  Cost train:  2426.7631767050825  Cost test:  2502.1757982198383
Iteration :  3103  Cost train:  2426.7531024262817  Cost test:  2502.271435835144
Iteration :  3104  Cost train:  2426.743030407822  Cost test:  2502.1593078720957
Iteration :  3105  Cost train:  2426.732960648795  Cost test:  2502.2544684888344
Iteration :  3106  Cost train:  2426.722893148296  Cost test:  2502.1428246036608
Iteration :  3107  Cost train:  2426.7128279054205  Cost test:  2502.2375104433513
Iteration :  3108  Cost train:  2426.7027649192637  Cost test:  2502.126348411901
Iteration :  3109  Cost train:  2426.692704188924  Cost test:  2502.220561685778
Iteration :  3110  Cost train:  2426.6826457135007  Cost test:  2502.10987929418
Iteration :  3111  Cost train:  2426.6725894920946  Cost test:  2502.2036222032452
Iteration :  3112  Cost train:  2426.662535523806  Cost test:  2502.093417247863
Iteration :  3113  Cost train:  2426.652483807739  Cost test:  2502.186691982929
Iteration :  3114  Cost train:  2426.6424343429953  Cost test:  2502.076962270311
Iteration :  3115  Cost train:  2426.6323871286822  Cost test:  2502.169771012051
Iteration :  3116  Cost train:  2426.6223421639047  Cost test:  2502.0605143588873
Iteration :  3117  Cost train:  2426.612299447771  Cost test:  2502.1528592778795
Iteration :  3118  Cost train:  2426.602258979389  Cost test:  2502.044073510951
Iteration :  3119  Cost train:  2426.5922207578687  Cost test:  2502.135956767727
Iteration :  3120  Cost train:  2426.5821847823213  Cost test:  2502.0276397238613
Iteration :  3121  Cost train:  2426.572151051859  Cost test:  2502.119063468952
Iteration :  3122  Cost train:  2426.5621195655945  Cost test:  2502.011212994975
Iteration :  3123  Cost train:  2426.5520903226434  Cost test:  2502.1021793689574
Iteration :  3124  Cost train:  2426.5420633221197  Cost test:  2501.9947933216486
Iteration :  3125  Cost train:  2426.5320385631426  Cost test:  2502.0853044551905
Iteration :  3126  Cost train:  2426.522016044828  Cost test:  2501.978380701237
Iteration :  3127  Cost train:  2426.511995766295  Cost test:  2502.068438715143
Iteration :  3128  Cost train:  2426.501977726665  Cost test:  2501.961975131092
Iteration :  3129  Cost train:  2426.4919619250586  Cost test:  2502.051582136352
Iteration :  3130  Cost train:  2426.4819483605984  Cost test:  2501.945576608565
Iteration :  3131  Cost train:  2426.4719370324083  Cost test:  2502.0347347063953
Iteration :  3132  Cost train:  2426.4619279396125  Cost test:  2501.9291851310068
Iteration :  3133  Cost train:  2426.451921081337  Cost test:  2502.0178964128977
Iteration :  3134  Cost train:  2426.441916456709  Cost test:  2501.912800695764
Iteration :  3135  Cost train:  2426.4319140648568  Cost test:  2502.0010672435246
Iteration :  3136  Cost train:  2426.421913904909  Cost test:  2501.8964233001843
Iteration :  3137  Cost train:  2426.411915975996  Cost test:  2501.9842471859865
Convergence Achieved at  3137.0  iteration
Cost Minima Found :  2426.411915975996
Betas : 
X0              50.915400
T1              14.514373
RH_1           107.184012
T2              51.290024
RH_2           -26.769808
T3              28.283545
RH_3            66.023806
T4               4.202032
RH_4            48.741698
T5              -5.829256
RH_5            12.517115
RH_6           -63.599637
T7              -8.030460
RH_7           -50.004085
T8              12.209429
RH_8          -107.811812
RH_9           -39.245345
T_out           80.359908
Press_mm_hg     73.482860
RH_out        -355.935002
Windspeed       58.198461
Tdewpoint        3.312146
dtype: float64
In [69]:
pd.concat([minima.groupby('Alpha')['Cost_test'].min(),minima.groupby('Alpha')['Iteration'].max()],axis=1)
Out[69]:
Cost_test Iteration
Alpha
0.001 2587.221676 1827.0
0.003 2584.741194 703.0
0.005 2584.140672 449.0
0.010 2583.604498 244.0
0.050 2582.918373 62.0
0.500 2526.843029 2015.0
1.000 2501.896423 3137.0
In [70]:
import plotly.express as px
px.line(minima, x="Iteration", y="Cost_test", color="Alpha")

Determine best criteria(Experiment 2)

In [96]:
x=[0.001,0.005,0.01,0.05,0.1,0.5]
best_criteria=pd.DataFrame(columns=['Convergence_criteria','Cost_test','Iteration'])
for i in x:
    initial_params,params,graph=batch_gradient_descent_v3('lr',x_train,y_train,x_test,y_test,1,i,1000000)
    best_criteria=best_criteria.append(graph[['Convergence_criteria','Cost_test','Iteration']],ignore_index=True)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
Iteration :  150  Cost train:  4313.39922216397  Cost test:  4337.951270081756
Iteration :  151  Cost train:  4304.861264695496  Cost test:  4426.430092949308
Iteration :  152  Cost train:  4296.362684011985  Cost test:  4321.127880983369
Iteration :  153  Cost train:  4287.9032980386655  Cost test:  4409.238434922531
Iteration :  154  Cost train:  4279.482925543058  Cost test:  4304.4603065714955
Iteration :  155  Cost train:  4271.101386131102  Cost test:  4392.203917607198
Iteration :  156  Cost train:  4262.758500243201  Cost test:  4287.947104753167
Iteration :  157  Cost train:  4254.45408915037  Cost test:  4375.325096247385
Iteration :  158  Cost train:  4246.187974950504  Cost test:  4271.58684676754
Iteration :  159  Cost train:  4237.959980564389  Cost test:  4358.600539399739
Iteration :  160  Cost train:  4229.76992973207  Cost test:  4255.378117062906
Iteration :  161  Cost train:  4221.617647008818  Cost test:  4342.028828810755
Iteration :  162  Cost train:  4213.502957761666  Cost test:  4239.31951317443
Iteration :  163  Cost train:  4205.425688165381  Cost test:  4325.608559295011
Iteration :  164  Cost train:  4197.385665198889  Cost test:  4223.409645603407
Iteration :  165  Cost train:  4189.382716641492  Cost test:  4309.338338614689
Iteration :  166  Cost train:  4181.41667106918  Cost test:  4207.647137697362
Iteration :  167  Cost train:  4173.487357850935  Cost test:  4293.216787360164
Iteration :  168  Cost train:  4165.594607145094  Cost test:  4192.030625531408
Iteration :  169  Cost train:  4157.7382498956  Cost test:  4277.242538831643
Iteration :  170  Cost train:  4149.918117828452  Cost test:  4176.558757790474
Iteration :  171  Cost train:  4142.134043448153  Cost test:  4261.414238921733
Iteration :  172  Cost train:  4134.385860033964  Cost test:  4161.230195653035
Iteration :  173  Cost train:  4126.673401636381  Cost test:  4245.730545999699
Iteration :  174  Cost train:  4118.996503073542  Cost test:  4146.043612675481
Iteration :  175  Cost train:  4111.354999927696  Cost test:  4230.19013079586
Iteration :  176  Cost train:  4103.7487285417355  Cost test:  4130.997694677668
Iteration :  177  Cost train:  4096.177526015566  Cost test:  4214.79167628794
Iteration :  178  Cost train:  4088.6412302026342  Cost test:  4116.091139629881
Iteration :  179  Cost train:  4081.139679706506  Cost test:  4199.533877587954
Iteration :  180  Cost train:  4073.6727138772994  Cost test:  4101.322657540359
Iteration :  181  Cost train:  4066.2401728082496  Cost test:  4184.415441830289
Iteration :  182  Cost train:  4058.841897332368  Cost test:  4086.6909703439896
Iteration :  183  Cost train:  4051.477729018931  Cost test:  4169.435088060791
Iteration :  184  Cost train:  4044.1475101700757  Cost test:  4072.194811792403
Iteration :  185  Cost train:  4036.851083817411  Cost test:  4154.5915471270055
Iteration :  186  Cost train:  4029.5882937186657  Cost test:  4057.8329273444688
Iteration :  187  Cost train:  4022.358984354287  Cost test:  4139.883561569078
Iteration :  188  Cost train:  4015.16300092415  Cost test:  4043.6040740581475
Iteration :  189  Cost train:  4008.0001893442627  Cost test:  4125.309885512046
Iteration :  190  Cost train:  4000.870396243296  Cost test:  4029.507020483546
Iteration :  191  Cost train:  3993.773468959452  Cost test:  4110.869284559046
Iteration :  192  Cost train:  3986.7092555370937  Cost test:  4015.5405465564777
Iteration :  193  Cost train:  3979.6776047235135  Cost test:  4096.560535685356
Iteration :  194  Cost train:  3972.6783659656166  Cost test:  4001.7034434934008
Iteration :  195  Cost train:  3965.711389406784  Cost test:  4082.3824271334333
Iteration :  196  Cost train:  3958.776525883554  Cost test:  3987.99451368703
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Iteration :  199  Cost train:  3938.163132223991  Cost test:  4054.413339678417
Iteration :  200  Cost train:  3931.3552429609613  Cost test:  3960.9564386785137
Iteration :  201  Cost train:  3924.5787312026455  Cost test:  4040.619992665996
Iteration :  202  Cost train:  3917.8334518779566  Cost test:  3947.6249532188917
Iteration :  203  Cost train:  3911.1192605869323  Cost test:  4026.9525495535054
Iteration :  204  Cost train:  3904.4360135974675  Cost test:  3934.416960299234
Iteration :  205  Cost train:  3897.783567842389  Cost test:  4013.4098533797755
Iteration :  206  Cost train:  3891.161780916306  Cost test:  3921.3313166638063
Iteration :  207  Cost train:  3884.5705110725025  Cost test:  3999.990757841555
Iteration :  208  Cost train:  3878.0096172200056  Cost test:  3908.366889627718
Iteration :  209  Cost train:  3871.4789589204292  Cost test:  3986.694127195136
Iteration :  210  Cost train:  3864.97839638508  Cost test:  3895.522556979263
Iteration :  211  Cost train:  3858.507790471773  Cost test:  3973.5188361590485
Iteration :  212  Cost train:  3852.067002682059  Cost test:  3882.7972068830304
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Iteration :  214  Cost train:  3839.27433067962  Cost test:  3870.1897377841224
Iteration :  215  Cost train:  3832.9221726613005  Cost test:  3947.527823524572
Iteration :  216  Cost train:  3826.5992851494616  Cost test:  3857.6990583130946
Iteration :  217  Cost train:  3820.3055328193063  Cost test:  3934.7099028100115
Iteration :  218  Cost train:  3814.040780972056  Cost test:  3845.3240871918
Iteration :  219  Cost train:  3807.804895531984  Cost test:  3922.00892328487
Iteration :  220  Cost train:  3801.5977430435164  Cost test:  3833.063753140317
Iteration :  221  Cost train:  3795.419190668403  Cost test:  3909.423810548779
Iteration :  222  Cost train:  3789.2691061828946  Cost test:  3820.916994784339
Iteration :  223  Cost train:  3783.147357974782  Cost test:  3896.9535000977794
Iteration :  224  Cost train:  3777.0538150406815  Cost test:  3808.8827605637453
Iteration :  225  Cost train:  3770.9883469831902  Cost test:  3884.5969372329464
Iteration :  226  Cost train:  3764.9508240080386  Cost test:  3796.9600086419055
Iteration :  227  Cost train:  3758.9411169213295  Cost test:  3872.3530769700837
Iteration :  228  Cost train:  3752.9590971268153  Cost test:  3785.14770681578
Iteration :  229  Cost train:  3747.004636623031  Cost test:  3860.2208839501372
Iteration :  230  Cost train:  3741.0776080005776  Cost test:  3773.444832427021
Iteration :  231  Cost train:  3735.177884439425  Cost test:  3848.199332350275
Iteration :  232  Cost train:  3729.3053397061317  Cost test:  3761.850372273569
Iteration :  233  Cost train:  3723.4598481511584  Cost test:  3836.2874057960257
Iteration :  234  Cost train:  3717.641284706214  Cost test:  3750.363322522422
Iteration :  235  Cost train:  3711.849524881419  Cost test:  3824.484097274218
Iteration :  236  Cost train:  3706.08444476281  Cost test:  3738.9826886230285
Iteration :  237  Cost train:  3700.34592100954  Cost test:  3812.7884090465027
Iteration :  238  Cost train:  3694.6338308512795  Cost test:  3727.7074852214832
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Iteration :  2012  Cost train:  2439.551087275206  Cost test:  2512.4105705975444
Iteration :  2013  Cost train:  2439.53658104551  Cost test:  2513.6993339231435
Iteration :  2014  Cost train:  2439.5220851264485  Cost test:  2512.3882235685023
Iteration :  2015  Cost train:  2439.5075994839895  Cost test:  2513.670988151017
Iteration :  2016  Cost train:  2439.4931240842516  Cost test:  2512.365904193517
Iteration :  2017  Cost train:  2439.4786588935062  Cost test:  2513.6426977337333
Iteration :  2018  Cost train:  2439.464203878176  Cost test:  2512.3436122604817
Iteration :  2019  Cost train:  2439.4497590048313  Cost test:  2513.614462331681
Iteration :  2020  Cost train:  2439.4353242401953  Cost test:  2512.321347559431
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Iteration :  27807  Cost train:  2341.8299294149842  Cost test:  2427.327262404051
Iteration :  27808  Cost train:  2341.8279319989356  Cost test:  2427.325240367144
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Iteration :  27810  Cost train:  2341.823937279098  Cost test:  2427.3211963847043
Iteration :  27811  Cost train:  2341.8219399753066  Cost test:  2427.31917443917
Iteration :  27812  Cost train:  2341.819942708932  Cost test:  2427.3171525240923
Iteration :  27813  Cost train:  2341.817945479973  Cost test:  2427.315130639471
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Iteration :  27815  Cost train:  2341.813951134297  Cost test:  2427.3110869615975
Iteration :  27816  Cost train:  2341.811954017577  Cost test:  2427.309065168344
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Iteration :  27818  Cost train:  2341.8079598963704  Cost test:  2427.3050216732054
Iteration :  27819  Cost train:  2341.80596289188  Cost test:  2427.30299997132
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Iteration :  27824  Cost train:  2341.795978430518  Cost test:  2427.292891918713
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Iteration :  27829  Cost train:  2341.785994904197  Cost test:  2427.282784627462
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Iteration :  27832  Cost train:  2341.780005237164  Cost test:  2427.276720618152
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Iteration :  27841  Cost train:  2341.7620382551263  Cost test:  2427.2585302346483
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Iteration :  27844  Cost train:  2341.75604993403  Cost test:  2427.2524673216044
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Iteration :  27848  Cost train:  2341.7480660291953  Cost test:  2427.2443838638505
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Iteration :  27855  Cost train:  2341.7340956345824  Cost test:  2427.2302389850843
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Iteration :  27860  Cost train:  2341.724117902282  Cost test:  2427.220136413703
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Iteration :  27862  Cost train:  2341.7201270708897  Cost test:  2427.216095598283
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Iteration :  27864  Cost train:  2341.716136388928  Cost test:  2427.212054904651
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Iteration :  27866  Cost train:  2341.7121458563875  Cost test:  2427.2080143328053
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Iteration :  27871  Cost train:  2341.702170178695  Cost test:  2427.1979134359945
Iteration :  27872  Cost train:  2341.700175155202  Cost test:  2427.1958933479686
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Iteration :  27881  Cost train:  2341.6822216242067  Cost test:  2427.1777139257383
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Iteration :  27896  Cost train:  2341.6523057925606  Cost test:  2427.147420368405
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Iteration :  27908  Cost train:  2341.6283791730148  Cost test:  2427.1231904539095
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Iteration :  27912  Cost train:  2341.620404827012  Cost test:  2427.115114789778
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Iteration :  27916  Cost train:  2341.6124310778096  Cost test:  2427.107039612643
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Iteration :  27922  Cost train:  2341.6004715728454  Cost test:  2427.094927760031
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Iteration :  27925  Cost train:  2341.594492323774  Cost test:  2427.088872244605
Iteration :  27926  Cost train:  2341.5924993153217  Cost test:  2427.086853800333
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Iteration :  27928  Cost train:  2341.588513410268  Cost test:  2427.082817003092
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Iteration :  27963  Cost train:  2341.518784203526  Cost test:  2427.012192756115
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Iteration :  29450  Cost train:  2338.597828121928  Cost test:  2424.045991822994
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Iteration :  29489  Cost train:  2338.5222951661935  Cost test:  2423.969095592011
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Iteration :  29491  Cost train:  2338.5184231421713  Cost test:  2423.965153429883
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Iteration :  29517  Cost train:  2338.46809979163  Cost test:  2423.9139162787915
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Iteration :  29519  Cost train:  2338.464229761445  Cost test:  2423.9099758022244
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Iteration :  29524  Cost train:  2338.4545553087823  Cost test:  2423.900125137481
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Iteration :  29558  Cost train:  2338.388792616829  Cost test:  2423.8331605684753
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Iteration :  34582  Cost train:  2329.1039801723164  Cost test:  2414.314727660947
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Iteration :  34584  Cost train:  2329.1004480154847  Cost test:  2414.311084859202
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Iteration :  34612  Cost train:  2329.0510109746037  Cost test:  2414.2600976297554
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Iteration :  34693  Cost train:  2328.9081348239497  Cost test:  2414.1127248750586
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Iteration :  34808  Cost train:  2328.7056380329086  Cost test:  2413.9038133569866
Iteration :  34809  Cost train:  2328.7038790003367  Cost test:  2413.9019983877747
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Iteration :  34817  Cost train:  2328.68980786156  Cost test:  2413.8874796593373
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Iteration :  34827  Cost train:  2328.672221742174  Cost test:  2413.869333811722
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Iteration :  35510  Cost train:  2327.478423340149  Cost test:  2412.6366912140984
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Iteration :  35530  Cost train:  2327.4436824931176  Cost test:  2412.600795218377
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Iteration :  35532  Cost train:  2327.4402090827184  Cost test:  2412.5972062394703
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Iteration :  35557  Cost train:  2327.3968017934144  Cost test:  2412.552353522704
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Iteration :  35582  Cost train:  2327.3534136458893  Cost test:  2412.50751843062
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Iteration :  35612  Cost train:  2327.3013731204833  Cost test:  2412.453739576294
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Iteration :  35617  Cost train:  2327.292702376551  Cost test:  2412.444778899801
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Iteration :  35619  Cost train:  2327.2892342930745  Cost test:  2412.4411948264424
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Iteration :  35622  Cost train:  2327.284032397232  Cost test:  2412.435818927722
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Iteration :  35625  Cost train:  2327.2788307766186  Cost test:  2412.430443282573
Iteration :  35626  Cost train:  2327.2770969642393  Cost test:  2412.4286514572045
Iteration :  35627  Cost train:  2327.2753631824385  Cost test:  2412.4268596600086
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Iteration :  35630  Cost train:  2327.2701620204975  Cost test:  2412.4214844374565
Iteration :  35631  Cost train:  2327.2684283610024  Cost test:  2412.4196927529492
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Iteration :  35742  Cost train:  2327.076182048932  Cost test:  2412.220990797364
Iteration :  35743  Cost train:  2327.0744518094307  Cost test:  2412.219202265645
Iteration :  35744  Cost train:  2327.072721600425  Cost test:  2412.217413762054
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Iteration :  35748  Cost train:  2327.0658010693496  Cost test:  2412.2102600289654
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Iteration :  35750  Cost train:  2327.0623409867694  Cost test:  2412.20668333118
Iteration :  35751  Cost train:  2327.060610991216  Cost test:  2412.204895024476
Iteration :  35752  Cost train:  2327.058881026154  Cost test:  2412.2031067458975
Iteration :  35753  Cost train:  2327.057151091581  Cost test:  2412.2013184954426
Iteration :  35754  Cost train:  2327.055421187497  Cost test:  2412.199530273113
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Iteration :  35760  Cost train:  2327.045042403222  Cost test:  2412.188801529722
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Iteration :  35762  Cost train:  2327.041583052344  Cost test:  2412.1852255069016
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Iteration :  35770  Cost train:  2327.027746868083  Cost test:  2412.1709225404265
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Iteration :  35775  Cost train:  2327.0191002434476  Cost test:  2412.1619841002203
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Iteration :  35781  Cost train:  2327.0087252995054  Cost test:  2412.151258899791
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Iteration :  35784  Cost train:  2327.003538238881  Cost test:  2412.1458966791147
Iteration :  35785  Cost train:  2327.0018092796076  Cost test:  2412.1441093284475
Iteration :  35786  Cost train:  2327.000080350802  Cost test:  2412.1423220058928
Iteration :  35787  Cost train:  2326.998351452461  Cost test:  2412.140534711449
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Iteration :  35791  Cost train:  2326.9914361637443  Cost test:  2412.133385814785
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Iteration :  35801  Cost train:  2326.974150074221  Cost test:  2412.1155155407478
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Iteration :  35806  Cost train:  2326.96550817158  Cost test:  2412.106581457722
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Iteration :  35811  Cost train:  2326.956867030236  Cost test:  2412.097648077293
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Iteration :  35816  Cost train:  2326.948226650102  Cost test:  2412.0887153994136
Iteration :  35817  Cost train:  2326.9464986654125  Cost test:  2412.0869289481398
Iteration :  35818  Cost train:  2326.944770711167  Cost test:  2412.0851425249652
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Iteration :  35820  Cost train:  2326.9413148940066  Cost test:  2412.081569762913
Iteration :  35821  Cost train:  2326.93958703109  Cost test:  2412.0797834240357
Iteration :  35822  Cost train:  2326.937859198614  Cost test:  2412.0779971132556
Iteration :  35823  Cost train:  2326.93613139658  Cost test:  2412.076210830574
Iteration :  35824  Cost train:  2326.934403624985  Cost test:  2412.074424575989
Iteration :  35825  Cost train:  2326.93267588383  Cost test:  2412.072638349501
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Iteration :  35827  Cost train:  2326.9292204928342  Cost test:  2412.069065980815
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Iteration :  35830  Cost train:  2326.924037634618  Cost test:  2412.0637076385033
Iteration :  35831  Cost train:  2326.9223100760837  Cost test:  2412.0619215805887
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Iteration :  35836  Cost train:  2326.913672739914  Cost test:  2412.0529917124236
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Iteration :  35839  Cost train:  2326.9084907033894  Cost test:  2412.0476341286353
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Iteration :  35844  Cost train:  2326.8998545844156  Cost test:  2412.03870538414
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Iteration :  35857  Cost train:  2326.8774042346276  Cost test:  2412.0154939347694
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Iteration :  35860  Cost train:  2326.872224114723  Cost test:  2412.010138120505
Iteration :  35861  Cost train:  2326.8704974689167  Cost test:  2412.00835290525
Iteration :  35862  Cost train:  2326.868770853525  Cost test:  2412.0065677180773
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Iteration :  35864  Cost train:  2326.8653177139777  Cost test:  2412.0029974279796
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Iteration :  35866  Cost train:  2326.8618646960763  Cost test:  2411.9994272502067
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Iteration :  35913  Cost train:  2326.7807537804274  Cost test:  2411.9155604008156
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Iteration :  35925  Cost train:  2326.7600553668835  Cost test:  2411.8941575239337
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Iteration :  35927  Cost train:  2326.756606056489  Cost test:  2411.8905907706153
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Iteration :  36908  Cost train:  2325.079252766115  Cost test:  2410.1545647029966
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Iteration :  36910  Cost train:  2325.0758624947653  Cost test:  2410.1510527311616
Iteration :  36911  Cost train:  2325.0741674036335  Cost test:  2410.1492967867475
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Iteration :  36915  Cost train:  2325.0673873360442  Cost test:  2410.14227328577
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Iteration :  36918  Cost train:  2325.062302597119  Cost test:  2410.1370059505384
Iteration :  36919  Cost train:  2325.060607743524  Cost test:  2410.1352502274594
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Iteration :  36928  Cost train:  2325.0453553971033  Cost test:  2410.1194499646294
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Iteration :  36930  Cost train:  2325.0419663133184  Cost test:  2410.115939099398
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Iteration :  36932  Cost train:  2325.038577348261  Cost test:  2410.1124283448094
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Iteration :  36934  Cost train:  2325.035188501925  Cost test:  2410.1089177008603
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Iteration :  37374  Cost train:  2324.292518801818  Cost test:  2409.3392598692863
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Iteration :  37381  Cost train:  2324.2807497260583  Cost test:  2409.327058398472
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Iteration :  37384  Cost train:  2324.2757062771775  Cost test:  2409.321829608874
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Iteration :  37390  Cost train:  2324.265620172636  Cost test:  2409.31137277154
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Iteration :  37392  Cost train:  2324.2622583727975  Cost test:  2409.307887378895
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Iteration :  37407  Cost train:  2324.2370486188142  Cost test:  2409.2817504367085
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Iteration :  37415  Cost train:  2324.2236061183166  Cost test:  2409.267813261301
Iteration :  37416  Cost train:  2324.2219259378753  Cost test:  2409.266071237969
Iteration :  37417  Cost train:  2324.220245786792  Cost test:  2409.2643292420994
Iteration :  37418  Cost train:  2324.218565665066  Cost test:  2409.262587273694
Iteration :  37419  Cost train:  2324.2168855726973  Cost test:  2409.260845332751
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Iteration :  37421  Cost train:  2324.2135254760265  Cost test:  2409.257361533253
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Iteration :  37423  Cost train:  2324.2101654967746  Cost test:  2409.2538778436015
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Iteration :  37426  Cost train:  2324.2051257480452  Cost test:  2409.2486525150807
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Iteration :  37428  Cost train:  2324.201766062318  Cost test:  2409.2451691000324
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Iteration :  37430  Cost train:  2324.19840649399  Cost test:  2409.2416857948197
Iteration :  37431  Cost train:  2324.1967267538503  Cost test:  2409.2399441834004
Iteration :  37432  Cost train:  2324.195047043058  Cost test:  2409.238202599439
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Iteration :  37436  Cost train:  2324.188328493357  Cost test:  2409.231236538162
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Iteration :  37444  Cost train:  2324.1748928024654  Cost test:  2409.2173057334503
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Iteration :  37451  Cost train:  2324.163138113271  Cost test:  2409.205117720582
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Iteration :  37461  Cost train:  2324.146348193549  Cost test:  2409.1877086067993
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Iteration :  37487  Cost train:  2324.102708126274  Cost test:  2409.1424577543903
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Iteration :  37491  Cost train:  2324.095996028731  Cost test:  2409.1354977310552
Iteration :  37492  Cost train:  2324.094318077618  Cost test:  2409.133757793805
Iteration :  37493  Cost train:  2324.0926401558127  Cost test:  2409.1320178839883
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Iteration :  37502  Cost train:  2324.0775401783135  Cost test:  2409.116359930039
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Iteration :  37515  Cost train:  2324.055733289661  Cost test:  2409.0937468076622
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Iteration :  37517  Cost train:  2324.0523788231408  Cost test:  2409.0902682771302
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Iteration :  37520  Cost train:  2324.047347343046  Cost test:  2409.0850506870006
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Iteration :  37525  Cost train:  2324.0389621286668  Cost test:  2409.0763552518697
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Iteration :  37530  Cost train:  2324.0305776464415  Cost test:  2409.0676605022213
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Iteration :  37547  Cost train:  2324.0020758822748  Cost test:  2409.0381034801203
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Iteration :  37608  Cost train:  2323.89987446049  Cost test:  2408.932111124851
Iteration :  37609  Cost train:  2323.898199933932  Cost test:  2408.9303743944524
Iteration :  37610  Cost train:  2323.8965254366053  Cost test:  2408.9286376914383
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Iteration :  37612  Cost train:  2323.893176529641  Cost test:  2408.925164367564
Iteration :  37613  Cost train:  2323.8915021200028  Cost test:  2408.923427746702
Iteration :  37614  Cost train:  2323.8898277395933  Cost test:  2408.9216911532235
Iteration :  37615  Cost train:  2323.8881533884105  Cost test:  2408.919954587128
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Iteration :  37618  Cost train:  2323.883130510223  Cost test:  2408.9147450531327
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Iteration :  37620  Cost train:  2323.879782070891  Cost test:  2408.9112721673755
Iteration :  37621  Cost train:  2323.87810789506  Cost test:  2408.909535765568
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Iteration :  37627  Cost train:  2323.8680634537404  Cost test:  2408.8991179296836
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Iteration :  37636  Cost train:  2323.8529987640045  Cost test:  2408.883493023806
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Iteration :  37639  Cost train:  2323.8479777266202  Cost test:  2408.8782852145887
Iteration :  37640  Cost train:  2323.8463041059163  Cost test:  2408.8765493329283
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Iteration :  37646  Cost train:  2323.8362629950875  Cost test:  2408.866134617767
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Iteration :  37648  Cost train:  2323.832916191805  Cost test:  2408.8626632650075
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Iteration :  37657  Cost train:  2323.817857022621  Cost test:  2408.8470435322997
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Iteration :  37660  Cost train:  2323.812837825173  Cost test:  2408.8418374473167
Iteration :  37661  Cost train:  2323.811164817753  Cost test:  2408.8401021403847
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Iteration :  37664  Cost train:  2323.8061459706705  Cost test:  2408.834896383765
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Iteration :  37670  Cost train:  2323.7961090647495  Cost test:  2408.824485609298
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Iteration :  37683  Cost train:  2323.774366040142  Cost test:  2408.801932310097
Iteration :  37684  Cost train:  2323.772693704083  Cost test:  2408.8001976324203
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Iteration :  37688  Cost train:  2323.7660046516567  Cost test:  2408.793259195249
Iteration :  37689  Cost train:  2323.7643324614996  Cost test:  2408.7915246543384
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Iteration :  37691  Cost train:  2323.76098816872  Cost test:  2408.7880556545724
Iteration :  37692  Cost train:  2323.7593160660967  Cost test:  2408.7863211957156
Iteration :  37693  Cost train:  2323.7576439926493  Cost test:  2408.7845867642104
Iteration :  37694  Cost train:  2323.7559719483784  Cost test:  2408.782852360055
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Iteration :  37696  Cost train:  2323.752627947361  Cost test:  2408.779383633794
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Iteration :  37700  Cost train:  2323.745940295407  Cost test:  2408.772446509458
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Iteration :  37709  Cost train:  2323.730894784966  Cost test:  2408.756839579486
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Iteration :  37715  Cost train:  2323.7208657571437  Cost test:  2408.746436189992
Iteration :  37716  Cost train:  2323.719194354576  Cost test:  2408.7447023874397
Iteration :  37717  Cost train:  2323.717522981168  Cost test:  2408.742968612228
Iteration :  37718  Cost train:  2323.715851636921  Cost test:  2408.7412348643575
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Iteration :  37720  Cost train:  2323.712509035904  Cost test:  2408.737767450635
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Iteration :  37722  Cost train:  2323.7091665515204  Cost test:  2408.73430014627
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Iteration :  37725  Cost train:  2323.7041530436195  Cost test:  2408.7290993947586
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Iteration :  37727  Cost train:  2323.700810850795  Cost test:  2408.725632363771
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Iteration :  37730  Cost train:  2323.695797780208  Cost test:  2408.7204320223113
Iteration :  37731  Cost train:  2323.694126814983  Cost test:  2408.7186986298284
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Iteration :  37733  Cost train:  2323.6907849719855  Cost test:  2408.7152319268666
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Iteration :  37735  Cost train:  2323.687443245587  Cost test:  2408.7117653332407
Iteration :  37736  Cost train:  2323.6857724261104  Cost test:  2408.7100320774275
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Iteration :  37745  Cost train:  2323.670736362392  Cost test:  2408.6944340050272
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Iteration :  37757  Cost train:  2323.650691949222  Cost test:  2408.6736400185523
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Iteration :  37760  Cost train:  2323.645681501489  Cost test:  2408.668442136751
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Iteration :  37786  Cost train:  2323.602268602024  Cost test:  2408.623404127291
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Iteration :  37825  Cost train:  2323.5371861525823  Cost test:  2408.555881728844
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Iteration :  37836  Cost train:  2323.518837565598  Cost test:  2408.5368444572405
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Iteration :  37841  Cost train:  2323.510498462137  Cost test:  2408.5281922436566
Iteration :  37842  Cost train:  2323.508830728685  Cost test:  2408.5264618828096
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Iteration :  37846  Cost train:  2323.5021600856558  Cost test:  2408.519540712306
Iteration :  37847  Cost train:  2323.50049249759  Cost test:  2408.5178104878996
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Iteration :  37849  Cost train:  2323.4971574086835  Cost test:  2408.514350120947
Iteration :  37850  Cost train:  2323.4954899078416  Cost test:  2408.5126199783995
Iteration :  37851  Cost train:  2323.493822436073  Cost test:  2408.5108898631383
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Iteration :  37857  Cost train:  2323.4838182159656  Cost test:  2408.500509744544
Iteration :  37858  Cost train:  2323.482150947692  Cost test:  2408.4987798202706
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Iteration :  37861  Cost train:  2323.477149317277  Cost test:  2408.493590211143
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Iteration :  37864  Cost train:  2323.4721479484588  Cost test:  2408.4884008475437
Iteration :  37865  Cost train:  2323.470480883648  Cost test:  2408.486671114238
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Iteration :  37869  Cost train:  2323.463812915036  Cost test:  2408.479752453805
Iteration :  37870  Cost train:  2323.462145995537  Cost test:  2408.478022856892
Iteration :  37871  Cost train:  2323.4604791050983  Cost test:  2408.4762932872572
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Iteration :  37880  Cost train:  2323.4454783987567  Cost test:  2408.4607283879523
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Iteration :  37891  Cost train:  2323.4271473979866  Cost test:  2408.441707622164
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Iteration :  37901  Cost train:  2323.410485901753  Cost test:  2408.42441888013
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Iteration :  37903  Cost train:  2323.4071539510087  Cost test:  2408.4209614589113
Iteration :  37904  Cost train:  2323.4054880191957  Cost test:  2408.4192327891974
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Iteration :  37906  Cost train:  2323.402156242682  Cost test:  2408.41577553156
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Iteration :  37912  Cost train:  2323.392161610007  Cost test:  2408.4054044129352
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Iteration :  37915  Cost train:  2323.3871646856232  Cost test:  2408.400219221639
Iteration :  37916  Cost train:  2323.3854991022254  Cost test:  2408.398490879058
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Iteration :  37918  Cost train:  2323.3821680225196  Cost test:  2408.3950342756716
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Iteration :  37921  Cost train:  2323.3771716206775  Cost test:  2408.3898495750223
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Iteration :  37925  Cost train:  2323.370510157931  Cost test:  2408.3829370224094
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Iteration :  37927  Cost train:  2323.367179600708  Cost test:  2408.3794809096325
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Iteration :  37929  Cost train:  2323.363849159578  Cost test:  2408.376024905871
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Iteration :  37931  Cost train:  2323.3605188345355  Cost test:  2408.3725690111214
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Iteration :  37936  Cost train:  2323.352193529779  Cost test:  2408.363929751153
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Iteration :  37940  Cost train:  2323.3455338082913  Cost test:  2408.357018833683
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Iteration :  37942  Cost train:  2323.342204121638  Cost test:  2408.35356353844
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Iteration :  37956  Cost train:  2323.3188995642913  Cost test:  2408.3293795232903
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Iteration :  37958  Cost train:  2323.315570805925  Cost test:  2408.3259250998785
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Iteration :  37960  Cost train:  2323.312242163571  Cost test:  2408.322470785431
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Iteration :  37997  Cost train:  2323.250683199373  Cost test:  2408.258585618456
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Iteration :  38013  Cost train:  2323.2240753952633  Cost test:  2408.2309711448715
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Iteration :  38015  Cost train:  2323.220749941218  Cost test:  2408.227519825636
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Iteration :  38017  Cost train:  2323.217424603037  Cost test:  2408.224068615271
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Iteration :  38029  Cost train:  2323.19747500682  Cost test:  2408.203363639153
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Iteration :  38045  Cost train:  2323.1708820313875  Cost test:  2408.175763099602
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Iteration :  38075  Cost train:  2323.1210401736057  Cost test:  2408.12403085803
Iteration :  38076  Cost train:  2323.1193792268164  Cost test:  2408.1223068715235
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Iteration :  38307  Cost train:  2322.736474311457  Cost test:  2407.7247937742327
Iteration :  38308  Cost train:  2322.7348200583697  Cost test:  2407.7230760851508
Iteration :  38309  Cost train:  2322.7331658340595  Cost test:  2407.721358423166
Iteration :  38310  Cost train:  2322.7315116385257  Cost test:  2407.7196407882757
Iteration :  38311  Cost train:  2322.7298574717684  Cost test:  2407.7179231804803
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Iteration :  38325  Cost train:  2322.70670215827  Cost test:  2407.693879516055
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Iteration :  38342  Cost train:  2322.678592571628  Cost test:  2407.664690775522
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Iteration :  38344  Cost train:  2322.6752861078485  Cost test:  2407.6612573206335
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Iteration :  38352  Cost train:  2322.6620614028416  Cost test:  2407.6475245842653
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Iteration :  38359  Cost train:  2322.6504912952937  Cost test:  2407.635509861503
Iteration :  38360  Cost train:  2322.6488385377697  Cost test:  2407.633793580837
Iteration :  38361  Cost train:  2322.64718580899  Cost test:  2407.632077327246
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Iteration :  38386  Cost train:  2322.6058769293672  Cost test:  2407.589179785226
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Iteration :  38416  Cost train:  2322.556329972875  Cost test:  2407.537725061186
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Iteration :  38424  Cost train:  2322.543121815472  Cost test:  2407.524007913574
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Iteration :  38541  Cost train:  2322.3501622334697  Cost test:  2407.3235923004077
Iteration :  38542  Cost train:  2322.348514696791  Cost test:  2407.321880940292
Iteration :  38543  Cost train:  2322.3468671887404  Cost test:  2407.320169607175
Iteration :  38544  Cost train:  2322.345219709316  Cost test:  2407.3184583010543
Iteration :  38545  Cost train:  2322.343572258518  Cost test:  2407.3167470219314
Iteration :  38546  Cost train:  2322.3419248363457  Cost test:  2407.3150357698037
Iteration :  38547  Cost train:  2322.340277442798  Cost test:  2407.313324544673
Iteration :  38548  Cost train:  2322.3386300778757  Cost test:  2407.311613346537
Iteration :  38549  Cost train:  2322.3369827415763  Cost test:  2407.309902175397
Iteration :  38550  Cost train:  2322.3353354339  Cost test:  2407.308191031251
Iteration :  38551  Cost train:  2322.3336881548466  Cost test:  2407.3064799141002
Iteration :  38552  Cost train:  2322.332040904415  Cost test:  2407.304768823942
Iteration :  38553  Cost train:  2322.330393682604  Cost test:  2407.3030577607788
Iteration :  38554  Cost train:  2322.3287464894142  Cost test:  2407.3013467246074
Iteration :  38555  Cost train:  2322.327099324844  Cost test:  2407.2996357154298
Iteration :  38556  Cost train:  2322.325452188893  Cost test:  2407.2979247332432
Iteration :  38557  Cost train:  2322.3238050815603  Cost test:  2407.296213778049
Iteration :  38558  Cost train:  2322.322158002846  Cost test:  2407.294502849846
Iteration :  38559  Cost train:  2322.320510952749  Cost test:  2407.292791948634
Iteration :  38560  Cost train:  2322.318863931269  Cost test:  2407.2910810744124
Iteration :  38561  Cost train:  2322.3172169384047  Cost test:  2407.2893702271817
Iteration :  38562  Cost train:  2322.315569974156  Cost test:  2407.28765940694
Iteration :  38563  Cost train:  2322.313923038522  Cost test:  2407.285948613688
Iteration :  38564  Cost train:  2322.312276131502  Cost test:  2407.2842378474243
Iteration :  38565  Cost train:  2322.310629253096  Cost test:  2407.2825271081497
Iteration :  38566  Cost train:  2322.3089824033027  Cost test:  2407.2808163958625
Iteration :  38567  Cost train:  2322.3073355821216  Cost test:  2407.2791057105633
Iteration :  38568  Cost train:  2322.305688789552  Cost test:  2407.2773950522514
Iteration :  38569  Cost train:  2322.304042025594  Cost test:  2407.275684420926
Iteration :  38570  Cost train:  2322.302395290245  Cost test:  2407.273973816587
Iteration :  38571  Cost train:  2322.300748583507  Cost test:  2407.272263239234
Iteration :  38572  Cost train:  2322.299101905378  Cost test:  2407.2705526888667
Iteration :  38573  Cost train:  2322.297455255857  Cost test:  2407.2688421654843
Iteration :  38574  Cost train:  2322.2958086349436  Cost test:  2407.267131669086
Iteration :  38575  Cost train:  2322.2941620426373  Cost test:  2407.265421199673
Iteration :  38576  Cost train:  2322.2925154789386  Cost test:  2407.2637107572427
Iteration :  38577  Cost train:  2322.290868943845  Cost test:  2407.2620003417965
Iteration :  38578  Cost train:  2322.289222437357  Cost test:  2407.260289953333
Iteration :  38579  Cost train:  2322.287575959473  Cost test:  2407.258579591852
Iteration :  38580  Cost train:  2322.2859295101935  Cost test:  2407.2568692573536
Iteration :  38581  Cost train:  2322.2842830895174  Cost test:  2407.2551589498376
Iteration :  38582  Cost train:  2322.2826366974436  Cost test:  2407.2534486693016
Iteration :  38583  Cost train:  2322.280990333972  Cost test:  2407.2517384157472
Iteration :  38584  Cost train:  2322.279343999102  Cost test:  2407.250028189173
Iteration :  38585  Cost train:  2322.2776976928326  Cost test:  2407.248317989579
Iteration :  38586  Cost train:  2322.2760514151637  Cost test:  2407.246607816964
Iteration :  38587  Cost train:  2322.274405166094  Cost test:  2407.244897671329
Iteration :  38588  Cost train:  2322.2727589456235  Cost test:  2407.243187552672
Iteration :  38589  Cost train:  2322.2711127537514  Cost test:  2407.2414774609942
Iteration :  38590  Cost train:  2322.269466590476  Cost test:  2407.239767396294
Iteration :  38591  Cost train:  2322.2678204557983  Cost test:  2407.2380573585715
Iteration :  38592  Cost train:  2322.266174349717  Cost test:  2407.236347347826
Iteration :  38593  Cost train:  2322.2645282722315  Cost test:  2407.234637364057
Iteration :  38594  Cost train:  2322.2628822233405  Cost test:  2407.2329274072645
Iteration :  38595  Cost train:  2322.2612362030445  Cost test:  2407.231217477448
Iteration :  38596  Cost train:  2322.2595902113417  Cost test:  2407.2295075746065
Iteration :  38597  Cost train:  2322.2579442482324  Cost test:  2407.2277976987402
Iteration :  38598  Cost train:  2322.256298313716  Cost test:  2407.226087849849
Iteration :  38599  Cost train:  2322.254652407791  Cost test:  2407.2243780279314
Iteration :  38600  Cost train:  2322.2530065304577  Cost test:  2407.2226682329874
Iteration :  38601  Cost train:  2322.2513606817147  Cost test:  2407.2209584650172
Iteration :  38602  Cost train:  2322.2497148615616  Cost test:  2407.2192487240195
Iteration :  38603  Cost train:  2322.2480690699977  Cost test:  2407.217539009995
Iteration :  38604  Cost train:  2322.2464233070227  Cost test:  2407.2158293229418
Iteration :  38605  Cost train:  2322.244777572636  Cost test:  2407.214119662861
Iteration :  38606  Cost train:  2322.2431318668373  Cost test:  2407.212410029751
Iteration :  38607  Cost train:  2322.241486189624  Cost test:  2407.210700423612
Iteration :  38608  Cost train:  2322.2398405409976  Cost test:  2407.2089908444427
Iteration :  38609  Cost train:  2322.238194920957  Cost test:  2407.2072812922443
Iteration :  38610  Cost train:  2322.236549329501  Cost test:  2407.2055717670146
Iteration :  38611  Cost train:  2322.234903766629  Cost test:  2407.203862268755
Iteration :  38612  Cost train:  2322.233258232341  Cost test:  2407.2021527974634
Iteration :  38613  Cost train:  2322.2316127266363  Cost test:  2407.2004433531406
Iteration :  38614  Cost train:  2322.2299672495133  Cost test:  2407.198733935785
Iteration :  38615  Cost train:  2322.2283218009725  Cost test:  2407.1970245453977
Iteration :  38616  Cost train:  2322.2266763810126  Cost test:  2407.1953151819766
Iteration :  38617  Cost train:  2322.2250309896335  Cost test:  2407.193605845523
Iteration :  38618  Cost train:  2322.2233856268335  Cost test:  2407.1918965360346
Iteration :  38619  Cost train:  2322.221740292613  Cost test:  2407.190187253513
Iteration :  38620  Cost train:  2322.220094986971  Cost test:  2407.1884779979564
Iteration :  38621  Cost train:  2322.218449709907  Cost test:  2407.1867687693643
Iteration :  38622  Cost train:  2322.21680446142  Cost test:  2407.1850595677374
Iteration :  38623  Cost train:  2322.2151592415103  Cost test:  2407.183350393074
Iteration :  38624  Cost train:  2322.213514050176  Cost test:  2407.181641245374
Iteration :  38625  Cost train:  2322.211868887417  Cost test:  2407.179932124638
Iteration :  38626  Cost train:  2322.210223753233  Cost test:  2407.1782230308645
Iteration :  38627  Cost train:  2322.208578647623  Cost test:  2407.176513964054
Iteration :  38628  Cost train:  2322.2069335705864  Cost test:  2407.174804924205
Iteration :  38629  Cost train:  2322.2052885221233  Cost test:  2407.173095911318
Iteration :  38630  Cost train:  2322.203643502231  Cost test:  2407.1713869253917
Iteration :  38631  Cost train:  2322.2019985109114  Cost test:  2407.169677966426
Iteration :  38632  Cost train:  2322.2003535481626  Cost test:  2407.1679690344204
Iteration :  38633  Cost train:  2322.198708613984  Cost test:  2407.1662601293756
Iteration :  38634  Cost train:  2322.1970637083746  Cost test:  2407.1645512512896
Iteration :  38635  Cost train:  2322.195418831335  Cost test:  2407.1628424001633
Iteration :  38636  Cost train:  2322.193773982863  Cost test:  2407.1611335759944
Iteration :  38637  Cost train:  2322.1921291629583  Cost test:  2407.159424778785
Iteration :  38638  Cost train:  2322.1904843716216  Cost test:  2407.157716008533
Iteration :  38639  Cost train:  2322.1888396088516  Cost test:  2407.1560072652383
Iteration :  38640  Cost train:  2322.1871948746466  Cost test:  2407.1542985489004
Iteration :  38641  Cost train:  2322.185550169008  Cost test:  2407.1525898595196
Iteration :  38642  Cost train:  2322.1839054919324  Cost test:  2407.150881197094
Iteration :  38643  Cost train:  2322.182260843422  Cost test:  2407.149172561625
Iteration :  38644  Cost train:  2322.1806162234743  Cost test:  2407.14746395311
Iteration :  38645  Cost train:  2322.178971632089  Cost test:  2407.1457553715513
Iteration :  38646  Cost train:  2322.177327069266  Cost test:  2407.1440468169467
Iteration :  38647  Cost train:  2322.175682535005  Cost test:  2407.142338289296
Iteration :  38648  Cost train:  2322.174038029304  Cost test:  2407.1406297885983
Iteration :  38649  Cost train:  2322.1723935521627  Cost test:  2407.138921314855
Iteration :  38650  Cost train:  2322.1707491035822  Cost test:  2407.137212868063
Iteration :  38651  Cost train:  2322.1691046835595  Cost test:  2407.1355044482248
Iteration :  38652  Cost train:  2322.1674602920953  Cost test:  2407.133796055337
Iteration :  38653  Cost train:  2322.1658159291887  Cost test:  2407.132087689402
Iteration :  38654  Cost train:  2322.164171594839  Cost test:  2407.130379350417
Iteration :  38655  Cost train:  2322.162527289046  Cost test:  2407.1286710383843
Iteration :  38656  Cost train:  2322.160883011808  Cost test:  2407.1269627533
Iteration :  38657  Cost train:  2322.159238763126  Cost test:  2407.1252544951662
Iteration :  38658  Cost train:  2322.1575945429972  Cost test:  2407.123546263982
Iteration :  38659  Cost train:  2322.1559503514227  Cost test:  2407.121838059747
Iteration :  38660  Cost train:  2322.1543061884017  Cost test:  2407.12012988246
Iteration :  38661  Cost train:  2322.1526620539325  Cost test:  2407.118421732121
Iteration :  38662  Cost train:  2322.1510179480156  Cost test:  2407.1167136087297
Iteration :  38663  Cost train:  2322.1493738706495  Cost test:  2407.1150055122866
Iteration :  38664  Cost train:  2322.1477298218347  Cost test:  2407.1132974427896
Iteration :  38665  Cost train:  2322.1460858015694  Cost test:  2407.111589400239
Iteration :  38666  Cost train:  2322.1444418098536  Cost test:  2407.1098813846343
Iteration :  38667  Cost train:  2322.1427978466863  Cost test:  2407.1081733959763
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Iteration :  38669  Cost train:  2322.139510005995  Cost test:  2407.104757499494
Iteration :  38670  Cost train:  2322.1378661284707  Cost test:  2407.10304959167
Iteration :  38671  Cost train:  2322.136222279492  Cost test:  2407.1013417107893
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Iteration :  38673  Cost train:  2322.1329346671696  Cost test:  2407.097926029858
Iteration :  38674  Cost train:  2322.1312909038256  Cost test:  2407.096218229807
Iteration :  38675  Cost train:  2322.1296471690252  Cost test:  2407.094510456698
Iteration :  38676  Cost train:  2322.1280034627675  Cost test:  2407.0928027105306
Iteration :  38677  Cost train:  2322.1263597850525  Cost test:  2407.091094991305
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Iteration :  38680  Cost train:  2322.121428923154  Cost test:  2407.085971995272
Iteration :  38681  Cost train:  2322.119785359602  Cost test:  2407.084264383808
Iteration :  38682  Cost train:  2322.1181418245887  Cost test:  2407.082556799283
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Iteration :  38684  Cost train:  2322.1148548401775  Cost test:  2407.079141711049
Iteration :  38685  Cost train:  2322.1132113907775  Cost test:  2407.0774342073396
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Iteration :  38687  Cost train:  2322.1099245775886  Cost test:  2407.074019280733
Iteration :  38688  Cost train:  2322.108281213797  Cost test:  2407.072311857835
Iteration :  38689  Cost train:  2322.1066378785404  Cost test:  2407.0706044618737
Iteration :  38690  Cost train:  2322.1049945718178  Cost test:  2407.0688970928477
Iteration :  38691  Cost train:  2322.1033512936287  Cost test:  2407.0671897507573
Iteration :  38692  Cost train:  2322.1017080439724  Cost test:  2407.0654824356025
Iteration :  38693  Cost train:  2322.1000648228483  Cost test:  2407.0637751473823
Iteration :  38694  Cost train:  2322.098421630256  Cost test:  2407.062067886096
Iteration :  38695  Cost train:  2322.096778466194  Cost test:  2407.060360651744
Iteration :  38696  Cost train:  2322.0951353306627  Cost test:  2407.058653444325
Iteration :  38697  Cost train:  2322.0934922236606  Cost test:  2407.0569462638387
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Iteration :  38699  Cost train:  2322.090206095244  Cost test:  2407.0535319836645
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Iteration :  38701  Cost train:  2322.086920080938  Cost test:  2407.0501178112168
Iteration :  38702  Cost train:  2322.0852771165746  Cost test:  2407.0484107653897
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Iteration :  38704  Cost train:  2322.0819912734255  Cost test:  2407.0449967545264
Iteration :  38705  Cost train:  2322.0803483946383  Cost test:  2407.0432897894893
Iteration :  38706  Cost train:  2322.078705544375  Cost test:  2407.041582851381
Iteration :  38707  Cost train:  2322.0770627226348  Cost test:  2407.0398759402024
Iteration :  38708  Cost train:  2322.0754199294174  Cost test:  2407.0381690559516
Iteration :  38709  Cost train:  2322.0737771647223  Cost test:  2407.0364621986287
Iteration :  38710  Cost train:  2322.072134428548  Cost test:  2407.0347553682336
Iteration :  38711  Cost train:  2322.070491720895  Cost test:  2407.0330485647655
Iteration :  38712  Cost train:  2322.0688490417624  Cost test:  2407.031341788224
Iteration :  38713  Cost train:  2322.0672063911484  Cost test:  2407.0296350386093
Iteration :  38714  Cost train:  2322.065563769054  Cost test:  2407.0279283159193
Iteration :  38715  Cost train:  2322.0639211754774  Cost test:  2407.026221620156
Iteration :  38716  Cost train:  2322.0622786104186  Cost test:  2407.0245149513166
Iteration :  38717  Cost train:  2322.0606360738766  Cost test:  2407.022808309403
Iteration :  38718  Cost train:  2322.058993565851  Cost test:  2407.0211016944127
Iteration :  38719  Cost train:  2322.057351086341  Cost test:  2407.019395106346
Iteration :  38720  Cost train:  2322.0557086353465  Cost test:  2407.017688545203
Iteration :  38721  Cost train:  2322.0540662128665  Cost test:  2407.015982010983
Iteration :  38722  Cost train:  2322.0524238189  Cost test:  2407.0142755036854
Iteration :  38723  Cost train:  2322.0507814534467  Cost test:  2407.01256902331
Iteration :  38724  Cost train:  2322.0491391165056  Cost test:  2407.0108625698554
Iteration :  38725  Cost train:  2322.047496808077  Cost test:  2407.009156143323
Iteration :  38726  Cost train:  2322.045854528159  Cost test:  2407.007449743711
Iteration :  38727  Cost train:  2322.044212276752  Cost test:  2407.0057433710194
Iteration :  38728  Cost train:  2322.042570053855  Cost test:  2407.0040370252473
Iteration :  38729  Cost train:  2322.0409278594675  Cost test:  2407.0023307063952
Iteration :  38730  Cost train:  2322.039285693589  Cost test:  2407.0006244144624
Iteration :  38731  Cost train:  2322.037643556218  Cost test:  2406.998918149448
Iteration :  38732  Cost train:  2322.036001447355  Cost test:  2406.997211911352
Iteration :  38733  Cost train:  2322.034359366998  Cost test:  2406.995505700174
Iteration :  38734  Cost train:  2322.0327173151477  Cost test:  2406.993799515913
Iteration :  38735  Cost train:  2322.0310752918035  Cost test:  2406.9920933585695
Iteration :  38736  Cost train:  2322.0294332969634  Cost test:  2406.990387228142
Iteration :  38737  Cost train:  2322.0277913306277  Cost test:  2406.9886811246315
Iteration :  38738  Cost train:  2322.026149392796  Cost test:  2406.9869750480357
Iteration :  38739  Cost train:  2322.024507483467  Cost test:  2406.985268998356
Iteration :  38740  Cost train:  2322.022865602641  Cost test:  2406.9835629755908
Iteration :  38741  Cost train:  2322.0212237503165  Cost test:  2406.9818569797403
Iteration :  38742  Cost train:  2322.0195819264927  Cost test:  2406.9801510108036
Iteration :  38743  Cost train:  2322.01794013117  Cost test:  2406.978445068781
Iteration :  38744  Cost train:  2322.0162983643463  Cost test:  2406.976739153671
Iteration :  38745  Cost train:  2322.0146566260228  Cost test:  2406.9750332654744
Iteration :  38746  Cost train:  2322.013014916198  Cost test:  2406.9733274041896
Iteration :  38747  Cost train:  2322.01137323487  Cost test:  2406.9716215698177
Iteration :  38748  Cost train:  2322.0097315820403  Cost test:  2406.9699157623563
Iteration :  38749  Cost train:  2322.008089957707  Cost test:  2406.968209981807
Iteration :  38750  Cost train:  2322.0064483618694  Cost test:  2406.9665042281677
Iteration :  38751  Cost train:  2322.004806794528  Cost test:  2406.9647985014385
Iteration :  38752  Cost train:  2322.003165255681  Cost test:  2406.963092801619
Iteration :  38753  Cost train:  2322.001523745328  Cost test:  2406.9613871287097
Iteration :  38754  Cost train:  2321.999882263469  Cost test:  2406.959681482709
Iteration :  38755  Cost train:  2321.9982408101023  Cost test:  2406.957975863617
Iteration :  38756  Cost train:  2321.9965993852284  Cost test:  2406.9562702714334
Iteration :  38757  Cost train:  2321.994957988846  Cost test:  2406.9545647061573
Iteration :  38758  Cost train:  2321.9933166209544  Cost test:  2406.952859167788
Iteration :  38759  Cost train:  2321.9916752815534  Cost test:  2406.9511536563264
Iteration :  38760  Cost train:  2321.990033970642  Cost test:  2406.9494481717707
Iteration :  38761  Cost train:  2321.98839268822  Cost test:  2406.9477427141214
Iteration :  38762  Cost train:  2321.986751434286  Cost test:  2406.946037283378
Iteration :  38763  Cost train:  2321.98511020884  Cost test:  2406.9443318795397
Iteration :  38764  Cost train:  2321.9834690118814  Cost test:  2406.942626502606
Iteration :  38765  Cost train:  2321.981827843409  Cost test:  2406.9409211525763
Iteration :  38766  Cost train:  2321.980186703423  Cost test:  2406.939215829451
Iteration :  38767  Cost train:  2321.9785455919223  Cost test:  2406.9375105332297
Iteration :  38768  Cost train:  2321.976904508906  Cost test:  2406.9358052639104
Iteration :  38769  Cost train:  2321.9752634543734  Cost test:  2406.9341000214945
Iteration :  38770  Cost train:  2321.9736224283247  Cost test:  2406.932394805981
Iteration :  38771  Cost train:  2321.9719814307587  Cost test:  2406.930689617369
Iteration :  38772  Cost train:  2321.970340461675  Cost test:  2406.9289844556583
Iteration :  38773  Cost train:  2321.9686995210727  Cost test:  2406.9272793208484
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Iteration :  38775  Cost train:  2321.9654177253096  Cost test:  2406.9238691319315
Iteration :  38776  Cost train:  2321.963776870148  Cost test:  2406.922164077822
Iteration :  38777  Cost train:  2321.9621360434653  Cost test:  2406.920459050613
Iteration :  38778  Cost train:  2321.9604952452614  Cost test:  2406.9187540503012
Iteration :  38779  Cost train:  2321.9588544755347  Cost test:  2406.9170490768893
Iteration :  38780  Cost train:  2321.9572137342852  Cost test:  2406.915344130375
Iteration :  38781  Cost train:  2321.955573021512  Cost test:  2406.913639210759
Iteration :  38782  Cost train:  2321.953932337215  Cost test:  2406.911934318039
Iteration :  38783  Cost train:  2321.9522916813926  Cost test:  2406.9102294522168
Iteration :  38784  Cost train:  2321.950651054045  Cost test:  2406.9085246132904
Iteration :  38785  Cost train:  2321.949010455172  Cost test:  2406.90681980126
Iteration :  38786  Cost train:  2321.9473698847714  Cost test:  2406.9051150161254
Iteration :  38787  Cost train:  2321.9457293428436  Cost test:  2406.9034102578858
Iteration :  38788  Cost train:  2321.944088829388  Cost test:  2406.901705526541
Iteration :  38789  Cost train:  2321.9424483444036  Cost test:  2406.9000008220905
Iteration :  38790  Cost train:  2321.9408078878905  Cost test:  2406.8982961445336
Iteration :  38791  Cost train:  2321.939167459847  Cost test:  2406.89659149387
Iteration :  38792  Cost train:  2321.9375270602736  Cost test:  2406.894886870099
Iteration :  38793  Cost train:  2321.935886689168  Cost test:  2406.8931822732216
Iteration :  38794  Cost train:  2321.9342463465314  Cost test:  2406.891477703236
Iteration :  38795  Cost train:  2321.932606032362  Cost test:  2406.889773160142
Iteration :  38796  Cost train:  2321.9309657466597  Cost test:  2406.8880686439397
Iteration :  38797  Cost train:  2321.929325489424  Cost test:  2406.8863641546277
Iteration :  38798  Cost train:  2321.927685260654  Cost test:  2406.8846596922067
Iteration :  38799  Cost train:  2321.9260450603488  Cost test:  2406.882955256676
Iteration :  38800  Cost train:  2321.9244048885084  Cost test:  2406.8812508480337
Iteration :  38801  Cost train:  2321.9227647451316  Cost test:  2406.879546466281
Iteration :  38802  Cost train:  2321.9211246302175  Cost test:  2406.8778421114175
Iteration :  38803  Cost train:  2321.919484543766  Cost test:  2406.8761377834426
Iteration :  38804  Cost train:  2321.917844485777  Cost test:  2406.874433482355
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Iteration :  38806  Cost train:  2321.9145644551813  Cost test:  2406.8710249608425
Iteration :  38807  Cost train:  2321.9129244825745  Cost test:  2406.869320740417
Iteration :  38808  Cost train:  2321.911284538426  Cost test:  2406.8676165468773
Iteration :  38809  Cost train:  2321.9096446227372  Cost test:  2406.865912380223
Iteration :  38810  Cost train:  2321.908004735506  Cost test:  2406.8642082404544
Iteration :  38811  Cost train:  2321.906364876733  Cost test:  2406.862504127572
Iteration :  38812  Cost train:  2321.9047250464155  Cost test:  2406.8608000415725
Iteration :  38813  Cost train:  2321.903085244555  Cost test:  2406.859095982458
Iteration :  38814  Cost train:  2321.90144547115  Cost test:  2406.857391950227
Iteration :  38815  Cost train:  2321.8998057262  Cost test:  2406.855687944879
Iteration :  38816  Cost train:  2321.8981660097043  Cost test:  2406.853983966414
Iteration :  38817  Cost train:  2321.8965263216623  Cost test:  2406.8522800148316
Iteration :  38818  Cost train:  2321.8948866620735  Cost test:  2406.850576090131
Iteration :  38819  Cost train:  2321.893247030937  Cost test:  2406.848872192313
Iteration :  38820  Cost train:  2321.891607428252  Cost test:  2406.847168321375
Iteration :  38821  Cost train:  2321.8899678540183  Cost test:  2406.8454644773187
Iteration :  38822  Cost train:  2321.8883283082355  Cost test:  2406.8437606601424
Iteration :  38823  Cost train:  2321.8866887909026  Cost test:  2406.842056869846
Iteration :  38824  Cost train:  2321.8850493020186  Cost test:  2406.8403531064287
Iteration :  38825  Cost train:  2321.883409841583  Cost test:  2406.838649369891
Iteration :  38826  Cost train:  2321.8817704095964  Cost test:  2406.836945660232
Iteration :  38827  Cost train:  2321.8801310060567  Cost test:  2406.835241977451
Iteration :  38828  Cost train:  2321.8784916309633  Cost test:  2406.833538321548
Iteration :  38829  Cost train:  2321.876852284316  Cost test:  2406.8318346925225
Iteration :  38830  Cost train:  2321.8752129661143  Cost test:  2406.8301310903735
Iteration :  38831  Cost train:  2321.873573676358  Cost test:  2406.8284275151013
Iteration :  38832  Cost train:  2321.8719344150454  Cost test:  2406.8267239667052
Iteration :  38833  Cost train:  2321.8702951821765  Cost test:  2406.825020445185
Iteration :  38834  Cost train:  2321.8686559777507  Cost test:  2406.82331695054
Iteration :  38835  Cost train:  2321.867016801767  Cost test:  2406.8216134827703
Iteration :  38836  Cost train:  2321.865377654225  Cost test:  2406.819910041874
Iteration :  38837  Cost train:  2321.8637385351244  Cost test:  2406.8182066278528
Iteration :  38838  Cost train:  2321.8620994444636  Cost test:  2406.8165032407046
Iteration :  38839  Cost train:  2321.860460382243  Cost test:  2406.8147998804297
Iteration :  38840  Cost train:  2321.858821348462  Cost test:  2406.8130965470273
Iteration :  38841  Cost train:  2321.857182343119  Cost test:  2406.811393240498
Iteration :  38842  Cost train:  2321.8555433662136  Cost test:  2406.8096899608404
Iteration :  38843  Cost train:  2321.8539044177455  Cost test:  2406.807986708054
Iteration :  38844  Cost train:  2321.8522654977146  Cost test:  2406.8062834821385
Iteration :  38845  Cost train:  2321.8506266061195  Cost test:  2406.8045802830943
Iteration :  38846  Cost train:  2321.8489877429597  Cost test:  2406.8028771109193
Iteration :  38847  Cost train:  2321.8473489082344  Cost test:  2406.8011739656154
Iteration :  38848  Cost train:  2321.845710101944  Cost test:  2406.7994708471797
Iteration :  38849  Cost train:  2321.844071324086  Cost test:  2406.797767755614
Iteration :  38850  Cost train:  2321.842432574662  Cost test:  2406.7960646909164
Iteration :  38851  Cost train:  2321.8407938536693  Cost test:  2406.794361653087
Iteration :  38852  Cost train:  2321.8391551611085  Cost test:  2406.792658642125
Iteration :  38853  Cost train:  2321.837516496979  Cost test:  2406.7909556580307
Iteration :  38854  Cost train:  2321.835877861279  Cost test:  2406.789252700803
Iteration :  38855  Cost train:  2321.83423925401  Cost test:  2406.7875497704417
Iteration :  38856  Cost train:  2321.832600675169  Cost test:  2406.7858468669465
Iteration :  38857  Cost train:  2321.8309621247568  Cost test:  2406.7841439903173
Iteration :  38858  Cost train:  2321.829323602772  Cost test:  2406.7824411405527
Iteration :  38859  Cost train:  2321.8276851092146  Cost test:  2406.780738317653
Iteration :  38860  Cost train:  2321.826046644084  Cost test:  2406.7790355216175
Iteration :  38861  Cost train:  2321.8244082073793  Cost test:  2406.777332752446
Iteration :  38862  Cost train:  2321.8227697990997  Cost test:  2406.775630010138
Iteration :  38863  Cost train:  2321.8211314192445  Cost test:  2406.7739272946933
Iteration :  38864  Cost train:  2321.819493067814  Cost test:  2406.7722246061107
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Iteration :  38866  Cost train:  2321.8162164502214  Cost test:  2406.7688193095323
Iteration :  38867  Cost train:  2321.8145781840585  Cost test:  2406.767116701536
Iteration :  38868  Cost train:  2321.8129399463173  Cost test:  2406.7654141204
Iteration :  38869  Cost train:  2321.8113017369974  Cost test:  2406.763711566124
Iteration :  38870  Cost train:  2321.809663556097  Cost test:  2406.762009038709
Iteration :  38871  Cost train:  2321.8080254036163  Cost test:  2406.7603065381536
Iteration :  38872  Cost train:  2321.806387279555  Cost test:  2406.758604064457
Iteration :  38873  Cost train:  2321.804749183912  Cost test:  2406.75690161762
Iteration :  38874  Cost train:  2321.8031111166865  Cost test:  2406.7551991976406
Iteration :  38875  Cost train:  2321.8014730778777  Cost test:  2406.7534968045197
Iteration :  38876  Cost train:  2321.7998350674857  Cost test:  2406.751794438256
Iteration :  38877  Cost train:  2321.79819708551  Cost test:  2406.75009209885
Iteration :  38878  Cost train:  2321.7965591319485  Cost test:  2406.7483897863
Iteration :  38879  Cost train:  2321.7949212068024  Cost test:  2406.7466875006066
Iteration :  38880  Cost train:  2321.7932833100695  Cost test:  2406.7449852417694
Iteration :  38881  Cost train:  2321.7916454417505  Cost test:  2406.7432830097873
Iteration :  38882  Cost train:  2321.7900076018436  Cost test:  2406.7415808046608
Iteration :  38883  Cost train:  2321.7883697903494  Cost test:  2406.7398786263884
Iteration :  38884  Cost train:  2321.7867320072664  Cost test:  2406.73817647497
Iteration :  38885  Cost train:  2321.7850942525943  Cost test:  2406.7364743504054
Iteration :  38886  Cost train:  2321.783456526332  Cost test:  2406.7347722526947
Iteration :  38887  Cost train:  2321.781818828479  Cost test:  2406.733070181837
Iteration :  38888  Cost train:  2321.7801811590352  Cost test:  2406.731368137832
Iteration :  38889  Cost train:  2321.778543518  Cost test:  2406.729666120678
Iteration :  38890  Cost train:  2321.776905905372  Cost test:  2406.727964130376
Iteration :  38891  Cost train:  2321.7752683211506  Cost test:  2406.7262621669256
Iteration :  38892  Cost train:  2321.7736307653363  Cost test:  2406.724560230326
Iteration :  38893  Cost train:  2321.7719932379273  Cost test:  2406.7228583205765
Iteration :  38894  Cost train:  2321.7703557389236  Cost test:  2406.7211564376776
Iteration :  38895  Cost train:  2321.768718268324  Cost test:  2406.719454581628
Iteration :  38896  Cost train:  2321.7670808261287  Cost test:  2406.717752752427
Iteration :  38897  Cost train:  2321.765443412336  Cost test:  2406.7160509500754
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Iteration :  38899  Cost train:  2321.762168669959  Cost test:  2406.7126474259157
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Iteration :  38902  Cost train:  2321.757256769401  Cost test:  2406.7075423410315
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Iteration :  38904  Cost train:  2321.7539823110274  Cost test:  2406.70413908534
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Iteration :  38906  Cost train:  2321.750707966246  Cost test:  2406.70073593703
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Iteration :  38908  Cost train:  2321.7474337350527  Cost test:  2406.697332896098
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Iteration :  38918  Cost train:  2321.731064282722  Cost test:  2406.6803193019896
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Iteration :  38921  Cost train:  2321.726154000644  Cost test:  2406.675215747145
Iteration :  38922  Cost train:  2321.724517296727  Cost test:  2406.6735146158735
Iteration :  38923  Cost train:  2321.722880621197  Cost test:  2406.67181351144
Iteration :  38924  Cost train:  2321.7212439740533  Cost test:  2406.6701124338438
Iteration :  38925  Cost train:  2321.719607355295  Cost test:  2406.6684113830843
Iteration :  38926  Cost train:  2321.717970764921  Cost test:  2406.6667103591612
Iteration :  38927  Cost train:  2321.716334202932  Cost test:  2406.665009362074
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Iteration :  38929  Cost train:  2321.713061164104  Cost test:  2406.661607448407
Iteration :  38930  Cost train:  2321.7114246872643  Cost test:  2406.6599065318255
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Iteration :  38932  Cost train:  2321.7081518187288  Cost test:  2406.656504779165
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Iteration :  38935  Cost train:  2321.703242728778  Cost test:  2406.6514023514255
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Iteration :  38940  Cost train:  2321.6950614797584  Cost test:  2406.6428988418315
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Iteration :  38945  Cost train:  2321.6868809401253  Cost test:  2406.634396002991
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Iteration :  38948  Cost train:  2321.681972956819  Cost test:  2406.6292946216254
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Iteration :  38950  Cost train:  2321.678701109801  Cost test:  2406.62589383485
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Iteration :  38960  Cost train:  2321.6623435767638  Cost test:  2406.608891510459
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Iteration :  38966  Cost train:  2321.6525304184006  Cost test:  2406.5986914032915
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Iteration :  39008  Cost train:  2321.583866888259  Cost test:  2406.5273176816945
Iteration :  39009  Cost train:  2321.582232651642  Cost test:  2406.525618883725
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Iteration :  42015  Cost train:  2316.794983217988  Cost test:  2401.5382231395643
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Iteration :  42582  Cost train:  2315.9193516366013  Cost test:  2400.6236793365993
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Iteration :  42632  Cost train:  2315.8425410904238  Cost test:  2400.543422485295
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Iteration :  47651  Cost train:  2308.4536437772103  Cost test:  2392.799045733958
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Iteration :  47666  Cost train:  2308.432480724156  Cost test:  2392.7767981848665
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Iteration :  47701  Cost train:  2308.383120821003  Cost test:  2392.7249074024285
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Iteration :  47714  Cost train:  2308.364794468381  Cost test:  2392.7056408708604
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Iteration :  47722  Cost train:  2308.3535186844415  Cost test:  2392.6937864782017
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Iteration :  47724  Cost train:  2308.350699973123  Cost test:  2392.6908231102966
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Iteration :  47727  Cost train:  2308.3464720821294  Cost test:  2392.686378231121
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Iteration :  47729  Cost train:  2308.34365360545  Cost test:  2392.6834150934533
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Iteration :  47750  Cost train:  2308.31406526567  Cost test:  2392.652307707141
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Iteration :  47876  Cost train:  2308.1367522520068  Cost test:  2392.465876376345
Iteration :  47877  Cost train:  2308.135346492387  Cost test:  2392.464398221664
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Iteration :  49588  Cost train:  2305.763936954143  Cost test:  2389.968547629167
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Iteration :  49612  Cost train:  2305.7311487297493  Cost test:  2389.934006507791
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Iteration :  49628  Cost train:  2305.709297128398  Cost test:  2389.910986206453
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Iteration :  49635  Cost train:  2305.699738867208  Cost test:  2389.9009166134324
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Iteration :  50682  Cost train:  2304.2824394688932  Cost test:  2388.4069723035773
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Iteration :  50686  Cost train:  2304.2770714373014  Cost test:  2388.401310869523
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Iteration :  50689  Cost train:  2304.273045645038  Cost test:  2388.397065022686
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Iteration :  50758  Cost train:  2304.1805071436966  Cost test:  2388.2994646242823
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Iteration :  50827  Cost train:  2304.088073420107  Cost test:  2388.20196778491
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Iteration :  50911  Cost train:  2303.9756866091384  Cost test:  2388.0834155602174
Iteration :  50912  Cost train:  2303.97434960377  Cost test:  2388.082005146459
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Iteration :  69329  Cost train:  2282.6391580088703  Cost test:  2365.3880034240246
Iteration :  69330  Cost train:  2282.638157021489  Cost test:  2365.3869295581067
Iteration :  69331  Cost train:  2282.6371560491502  Cost test:  2365.3858557074213
Iteration :  69332  Cost train:  2282.6361550918537  Cost test:  2365.384781871967
Iteration :  69333  Cost train:  2282.635154149599  Cost test:  2365.383708051744
Iteration :  69334  Cost train:  2282.6341532223864  Cost test:  2365.382634246752
Iteration :  69335  Cost train:  2282.633152310215  Cost test:  2365.381560456991
Iteration :  69336  Cost train:  2282.632151413085  Cost test:  2365.3804866824603
Iteration :  69337  Cost train:  2282.631150530996  Cost test:  2365.37941292316
Iteration :  69338  Cost train:  2282.6301496639476  Cost test:  2365.378339179089
Iteration :  69339  Cost train:  2282.6291488119386  Cost test:  2365.377265450248
Iteration :  69340  Cost train:  2282.62814797497  Cost test:  2365.3761917366364
Iteration :  69341  Cost train:  2282.6271471530413  Cost test:  2365.3751180382533
Iteration :  69342  Cost train:  2282.626146346152  Cost test:  2365.374044355099
Iteration :  69343  Cost train:  2282.6251455543015  Cost test:  2365.3729706871736
Iteration :  69344  Cost train:  2282.62414477749  Cost test:  2365.3718970344758
Iteration :  69345  Cost train:  2282.623144015716  Cost test:  2365.370823397006
Iteration :  69346  Cost train:  2282.6221432689813  Cost test:  2365.3697497747635
Iteration :  69347  Cost train:  2282.6211425372844  Cost test:  2365.368676167748
Iteration :  69348  Cost train:  2282.6201418206247  Cost test:  2365.36760257596
Iteration :  69349  Cost train:  2282.6191411190016  Cost test:  2365.3665289993987
Iteration :  69350  Cost train:  2282.6181404324166  Cost test:  2365.3654554380632
Iteration :  69351  Cost train:  2282.6171397608678  Cost test:  2365.3643818919545
Iteration :  69352  Cost train:  2282.616139104355  Cost test:  2365.363308361071
Iteration :  69353  Cost train:  2282.6151384628783  Cost test:  2365.3622348454132
Iteration :  69354  Cost train:  2282.6141378364377  Cost test:  2365.3611613449802
Iteration :  69355  Cost train:  2282.6131372250325  Cost test:  2365.360087859773
Iteration :  69356  Cost train:  2282.6121366286625  Cost test:  2365.3590143897895
Iteration :  69357  Cost train:  2282.611136047327  Cost test:  2365.3579409350314
Iteration :  69358  Cost train:  2282.610135481026  Cost test:  2365.3568674954968
Iteration :  69359  Cost train:  2282.60913492976  Cost test:  2365.3557940711853
Iteration :  69360  Cost train:  2282.608134393527  Cost test:  2365.354720662098
Iteration :  69361  Cost train:  2282.607133872328  Cost test:  2365.353647268234
Iteration :  69362  Cost train:  2282.606133366163  Cost test:  2365.352573889593
Iteration :  69363  Cost train:  2282.60513287503  Cost test:  2365.351500526174
Iteration :  69364  Cost train:  2282.6041323989302  Cost test:  2365.3504271779775
Iteration :  69365  Cost train:  2282.6031319378626  Cost test:  2365.3493538450025
Iteration :  69366  Cost train:  2282.602131491828  Cost test:  2365.3482805272497
Iteration :  69367  Cost train:  2282.601131060824  Cost test:  2365.3472072247187
Iteration :  69368  Cost train:  2282.6001306448525  Cost test:  2365.346133937408
Iteration :  69369  Cost train:  2282.599130243912  Cost test:  2365.3450606653187
Iteration :  69370  Cost train:  2282.5981298580023  Cost test:  2365.34398740845
Iteration :  69371  Cost train:  2282.5971294871233  Cost test:  2365.3429141668016
Iteration :  69372  Cost train:  2282.5961291312747  Cost test:  2365.3418409403735
Iteration :  69373  Cost train:  2282.595128790456  Cost test:  2365.3407677291643
Iteration :  69374  Cost train:  2282.594128464667  Cost test:  2365.339694533174
Iteration :  69375  Cost train:  2282.5931281539074  Cost test:  2365.338621352404
Iteration :  69376  Cost train:  2282.5921278581773  Cost test:  2365.337548186853
Iteration :  69377  Cost train:  2282.5911275774756  Cost test:  2365.3364750365195
Iteration :  69378  Cost train:  2282.590127311803  Cost test:  2365.3354019014046
Iteration :  69379  Cost train:  2282.5891270611583  Cost test:  2365.334328781508
Iteration :  69380  Cost train:  2282.5881268255416  Cost test:  2365.3332556768287
Iteration :  69381  Cost train:  2282.5871266049526  Cost test:  2365.3321825873672
Iteration :  69382  Cost train:  2282.586126399391  Cost test:  2365.331109513122
Iteration :  69383  Cost train:  2282.5851262088563  Cost test:  2365.330036454094
Iteration :  69384  Cost train:  2282.5841260333486  Cost test:  2365.328963410283
Iteration :  69385  Cost train:  2282.5831258728667  Cost test:  2365.3278903816877
Iteration :  69386  Cost train:  2282.582125727412  Cost test:  2365.326817368308
Iteration :  69387  Cost train:  2282.5811255969825  Cost test:  2365.325744370144
Iteration :  69388  Cost train:  2282.5801254815783  Cost test:  2365.3246713871963
Iteration :  69389  Cost train:  2282.5791253812  Cost test:  2365.323598419463
Iteration :  69390  Cost train:  2282.578125295846  Cost test:  2365.322525466944
Iteration :  69391  Cost train:  2282.5771252255167  Cost test:  2365.32145252964
Iteration :  69392  Cost train:  2282.576125170212  Cost test:  2365.3203796075504
Iteration :  69393  Cost train:  2282.5751251299316  Cost test:  2365.319306700674
Iteration :  69394  Cost train:  2282.5741251046747  Cost test:  2365.3182338090114
Iteration :  69395  Cost train:  2282.5731250944414  Cost test:  2365.317160932562
Iteration :  69396  Cost train:  2282.5721250992306  Cost test:  2365.316088071326
Convergence Achieved at  69396.0  iteration
Cost Minima Found :  2282.5721250992306
Betas : 
X0              100.502009
T1              200.340085
RH_1           1693.635762
T2              570.569947
RH_2           -126.459750
T3              651.656435
RH_3            913.109605
T4               48.016358
RH_4            566.464450
T5              -75.447710
RH_5             12.829196
RH_6            234.609591
T7             -173.332595
RH_7           -782.099893
T8              345.122979
RH_8          -1577.812382
RH_9           -743.747050
T_out           394.279614
Press_mm_hg      -5.917737
RH_out         -685.408989
Windspeed       496.478061
Tdewpoint       211.734332
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
Iteration :  150  Cost train:  4313.39922216397  Cost test:  4337.951270081756
Iteration :  151  Cost train:  4304.861264695496  Cost test:  4426.430092949308
Iteration :  152  Cost train:  4296.362684011985  Cost test:  4321.127880983369
Iteration :  153  Cost train:  4287.9032980386655  Cost test:  4409.238434922531
Iteration :  154  Cost train:  4279.482925543058  Cost test:  4304.4603065714955
Iteration :  155  Cost train:  4271.101386131102  Cost test:  4392.203917607198
Iteration :  156  Cost train:  4262.758500243201  Cost test:  4287.947104753167
Iteration :  157  Cost train:  4254.45408915037  Cost test:  4375.325096247385
Iteration :  158  Cost train:  4246.187974950504  Cost test:  4271.58684676754
Iteration :  159  Cost train:  4237.959980564389  Cost test:  4358.600539399739
Iteration :  160  Cost train:  4229.76992973207  Cost test:  4255.378117062906
Iteration :  161  Cost train:  4221.617647008818  Cost test:  4342.028828810755
Iteration :  162  Cost train:  4213.502957761666  Cost test:  4239.31951317443
Iteration :  163  Cost train:  4205.425688165381  Cost test:  4325.608559295011
Iteration :  164  Cost train:  4197.385665198889  Cost test:  4223.409645603407
Iteration :  165  Cost train:  4189.382716641492  Cost test:  4309.338338614689
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Iteration :  2003  Cost train:  2439.68211301274  Cost test:  2513.8419051864967
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Iteration :  2007  Cost train:  2439.623774285107  Cost test:  2513.784706806051
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Iteration :  2010  Cost train:  2439.5801308034006  Cost test:  2512.4329454949107
Iteration :  2011  Cost train:  2439.5656038497236  Cost test:  2513.727735392472
Iteration :  2012  Cost train:  2439.551087275206  Cost test:  2512.4105705975444
Iteration :  2013  Cost train:  2439.53658104551  Cost test:  2513.6993339231435
Iteration :  2014  Cost train:  2439.5220851264485  Cost test:  2512.3882235685023
Iteration :  2015  Cost train:  2439.5075994839895  Cost test:  2513.670988151017
Iteration :  2016  Cost train:  2439.4931240842516  Cost test:  2512.365904193517
Iteration :  2017  Cost train:  2439.4786588935062  Cost test:  2513.6426977337333
Iteration :  2018  Cost train:  2439.464203878176  Cost test:  2512.3436122604817
Iteration :  2019  Cost train:  2439.4497590048313  Cost test:  2513.614462331681
Iteration :  2020  Cost train:  2439.4353242401953  Cost test:  2512.321347559431
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Iteration :  6966  Cost train:  2399.432388614498  Cost test:  2479.918985972826
Iteration :  6967  Cost train:  2399.4273568043945  Cost test:  2479.9149109320347
Iteration :  6968  Cost train:  2399.4223256903842  Cost test:  2479.9108096785667
Iteration :  6969  Cost train:  2399.4172952722674  Cost test:  2479.906735662382
Iteration :  6970  Cost train:  2399.4122655498436  Cost test:  2479.9026355569254
Iteration :  6971  Cost train:  2399.407236522914  Cost test:  2479.8985625649257
Iteration :  6972  Cost train:  2399.4022081912776  Cost test:  2479.894463606487
Iteration :  6973  Cost train:  2399.3971805547367  Cost test:  2479.89039163825
Iteration :  6974  Cost train:  2399.3921536130906  Cost test:  2479.886293825838
Iteration :  6975  Cost train:  2399.387127366139  Cost test:  2479.882222880941
Iteration :  6976  Cost train:  2399.3821018136837  Cost test:  2479.878126213565
Iteration :  6977  Cost train:  2399.377076955525  Cost test:  2479.8740562915837
Iteration :  6978  Cost train:  2399.3720527914643  Cost test:  2479.8699607682556
Iteration :  6979  Cost train:  2399.3670293213013  Cost test:  2479.8658918687656
Iteration :  6980  Cost train:  2399.3620065448376  Cost test:  2479.8617974884987
Iteration :  6981  Cost train:  2399.3569844618733  Cost test:  2479.857729611075
Iteration :  6982  Cost train:  2399.35196307221  Cost test:  2479.853636372885
Iteration :  6983  Cost train:  2399.3469423756487  Cost test:  2479.8495695170996
Iteration :  6984  Cost train:  2399.34192237199  Cost test:  2479.845477420004
Iteration :  6985  Cost train:  2399.336903061036  Cost test:  2479.8414115854307
Iteration :  6986  Cost train:  2399.331884442587  Cost test:  2479.8373206284477
Iteration :  6987  Cost train:  2399.3268665164446  Cost test:  2479.833255814659
Iteration :  6988  Cost train:  2399.3218492824103  Cost test:  2479.829165996809
Iteration :  6989  Cost train:  2399.316832740285  Cost test:  2479.8251022033755
Iteration :  6990  Cost train:  2399.311816889871  Cost test:  2479.8210135236814
Iteration :  6991  Cost train:  2399.3068017309683  Cost test:  2479.816950750174
Iteration :  6992  Cost train:  2399.3017872633804  Cost test:  2479.81286320766
Iteration :  6993  Cost train:  2399.296773486908  Cost test:  2479.808801453647
Iteration :  6994  Cost train:  2399.291760401353  Cost test:  2479.804715047339
Iteration :  6995  Cost train:  2399.2867480065165  Cost test:  2479.80065431239
Iteration :  6996  Cost train:  2399.2817363022004  Cost test:  2479.7965690413157
Iteration :  6997  Cost train:  2399.276725288208  Cost test:  2479.792509324999
Iteration :  6998  Cost train:  2399.27171496434  Cost test:  2479.788425188187
Iteration :  6999  Cost train:  2399.266705330399  Cost test:  2479.7843664900697
Iteration :  7000  Cost train:  2399.261696386186  Cost test:  2479.780283486551
Iteration :  7001  Cost train:  2399.2566881315047  Cost test:  2479.7762258062
Iteration :  7002  Cost train:  2399.2516805661567  Cost test:  2479.7721439350075
Iteration :  7003  Cost train:  2399.2466736899437  Cost test:  2479.768087271988
Iteration :  7004  Cost train:  2399.2416675026684  Cost test:  2479.7640065321566
Iteration :  7005  Cost train:  2399.236662004134  Cost test:  2479.7599508860335
Iteration :  7006  Cost train:  2399.2316571941415  Cost test:  2479.7558712766
Iteration :  7007  Cost train:  2399.226653072494  Cost test:  2479.751816646937
Iteration :  7008  Cost train:  2399.221649638994  Cost test:  2479.7477381669382
Iteration :  7009  Cost train:  2399.216646893445  Cost test:  2479.7436845532993
Iteration :  7010  Cost train:  2399.211644835649  Cost test:  2479.7396072017746
Iteration :  7011  Cost train:  2399.206643465409  Cost test:  2479.735554603723
Iteration :  7012  Cost train:  2399.201642782527  Cost test:  2479.7314783797133
Iteration :  7013  Cost train:  2399.196642786807  Cost test:  2479.727426796811
Convergence Achieved at  7013.0  iteration
Cost Minima Found :  2399.196642786807
Betas : 
X0              57.000456
T1              27.584394
RH_1           237.166292
T2              98.275763
RH_2           -33.963312
T3              61.828243
RH_3           143.449266
T4               4.528881
RH_4           108.376317
T5             -13.935006
RH_5            27.308313
RH_6            22.234124
T7             -22.215959
RH_7           -97.898093
T8              26.557332
RH_8          -218.250802
RH_9           -81.008073
T_out          137.828965
Press_mm_hg     75.821215
RH_out        -563.353843
Windspeed      112.010108
Tdewpoint       15.685805
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
Iteration :  150  Cost train:  4313.39922216397  Cost test:  4337.951270081756
Iteration :  151  Cost train:  4304.861264695496  Cost test:  4426.430092949308
Iteration :  152  Cost train:  4296.362684011985  Cost test:  4321.127880983369
Iteration :  153  Cost train:  4287.9032980386655  Cost test:  4409.238434922531
Iteration :  154  Cost train:  4279.482925543058  Cost test:  4304.4603065714955
Iteration :  155  Cost train:  4271.101386131102  Cost test:  4392.203917607198
Iteration :  156  Cost train:  4262.758500243201  Cost test:  4287.947104753167
Iteration :  157  Cost train:  4254.45408915037  Cost test:  4375.325096247385
Iteration :  158  Cost train:  4246.187974950504  Cost test:  4271.58684676754
Iteration :  159  Cost train:  4237.959980564389  Cost test:  4358.600539399739
Iteration :  160  Cost train:  4229.76992973207  Cost test:  4255.378117062906
Iteration :  161  Cost train:  4221.617647008818  Cost test:  4342.028828810755
Iteration :  162  Cost train:  4213.502957761666  Cost test:  4239.31951317443
Iteration :  163  Cost train:  4205.425688165381  Cost test:  4325.608559295011
Iteration :  164  Cost train:  4197.385665198889  Cost test:  4223.409645603407
Iteration :  165  Cost train:  4189.382716641492  Cost test:  4309.338338614689
Iteration :  166  Cost train:  4181.41667106918  Cost test:  4207.647137697362
Iteration :  167  Cost train:  4173.487357850935  Cost test:  4293.216787360164
Iteration :  168  Cost train:  4165.594607145094  Cost test:  4192.030625531408
Iteration :  169  Cost train:  4157.7382498956  Cost test:  4277.242538831643
Iteration :  170  Cost train:  4149.918117828452  Cost test:  4176.558757790474
Iteration :  171  Cost train:  4142.134043448153  Cost test:  4261.414238921733
Iteration :  172  Cost train:  4134.385860033964  Cost test:  4161.230195653035
Iteration :  173  Cost train:  4126.673401636381  Cost test:  4245.730545999699
Iteration :  174  Cost train:  4118.996503073542  Cost test:  4146.043612675481
Iteration :  175  Cost train:  4111.354999927696  Cost test:  4230.19013079586
Iteration :  176  Cost train:  4103.7487285417355  Cost test:  4130.997694677668
Iteration :  177  Cost train:  4096.177526015566  Cost test:  4214.79167628794
Iteration :  178  Cost train:  4088.6412302026342  Cost test:  4116.091139629881
Iteration :  179  Cost train:  4081.139679706506  Cost test:  4199.533877587954
Iteration :  180  Cost train:  4073.6727138772994  Cost test:  4101.322657540359
Iteration :  181  Cost train:  4066.2401728082496  Cost test:  4184.415441830289
Iteration :  182  Cost train:  4058.841897332368  Cost test:  4086.6909703439896
Iteration :  183  Cost train:  4051.477729018931  Cost test:  4169.435088060791
Iteration :  184  Cost train:  4044.1475101700757  Cost test:  4072.194811792403
Iteration :  185  Cost train:  4036.851083817411  Cost test:  4154.5915471270055
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Iteration :  2000  Cost train:  2439.7259788599704  Cost test:  2512.5452456599483
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Iteration :  2003  Cost train:  2439.68211301274  Cost test:  2513.8419051864967
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Iteration :  2007  Cost train:  2439.623774285107  Cost test:  2513.784706806051
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Iteration :  2009  Cost train:  2439.594668170732  Cost test:  2513.756192904132
Iteration :  2010  Cost train:  2439.5801308034006  Cost test:  2512.4329454949107
Iteration :  2011  Cost train:  2439.5656038497236  Cost test:  2513.727735392472
Iteration :  2012  Cost train:  2439.551087275206  Cost test:  2512.4105705975444
Iteration :  2013  Cost train:  2439.53658104551  Cost test:  2513.6993339231435
Iteration :  2014  Cost train:  2439.5220851264485  Cost test:  2512.3882235685023
Iteration :  2015  Cost train:  2439.5075994839895  Cost test:  2513.670988151017
Iteration :  2016  Cost train:  2439.4931240842516  Cost test:  2512.365904193517
Iteration :  2017  Cost train:  2439.4786588935062  Cost test:  2513.6426977337333
Iteration :  2018  Cost train:  2439.464203878176  Cost test:  2512.3436122604817
Iteration :  2019  Cost train:  2439.4497590048313  Cost test:  2513.614462331681
Iteration :  2020  Cost train:  2439.4353242401953  Cost test:  2512.321347559431
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Iteration :  3014  Cost train:  2427.658674856603  Cost test:  2502.908421916611
Iteration :  3015  Cost train:  2427.6483979564905  Cost test:  2503.0274117308218
Iteration :  3016  Cost train:  2427.638123402006  Cost test:  2502.8916174781984
Iteration :  3017  Cost train:  2427.6278511921128  Cost test:  2503.0100216047417
Iteration :  3018  Cost train:  2427.6175813257746  Cost test:  2502.874820234813
Iteration :  3019  Cost train:  2427.607313801958  Cost test:  2502.9926413982216
Iteration :  3020  Cost train:  2427.5970486196306  Cost test:  2502.8580301838047
Iteration :  3021  Cost train:  2427.5867857777625  Cost test:  2502.9752710960042
Iteration :  3022  Cost train:  2427.576525275326  Cost test:  2502.841247322526
Iteration :  3023  Cost train:  2427.566267111292  Cost test:  2502.9579106828915
Iteration :  3024  Cost train:  2427.556011284637  Cost test:  2502.8244716483323
Iteration :  3025  Cost train:  2427.545757794337  Cost test:  2502.9405601437466
Iteration :  3026  Cost train:  2427.535506639371  Cost test:  2502.807703158579
Iteration :  3027  Cost train:  2427.525257818718  Cost test:  2502.9232194634924
Iteration :  3028  Cost train:  2427.51501133136  Cost test:  2502.7909418506247
Iteration :  3029  Cost train:  2427.50476717628  Cost test:  2502.905888627112
Iteration :  3030  Cost train:  2427.494525352463  Cost test:  2502.774187721829
Iteration :  3031  Cost train:  2427.484285858896  Cost test:  2502.8885676196455
Iteration :  3032  Cost train:  2427.474048694567  Cost test:  2502.7574407695543
Iteration :  3033  Cost train:  2427.463813858466  Cost test:  2502.8712564261928
Iteration :  3034  Cost train:  2427.453581349584  Cost test:  2502.740700991164
Iteration :  3035  Cost train:  2427.443351166915  Cost test:  2502.853955031912
Iteration :  3036  Cost train:  2427.4331233094535  Cost test:  2502.7239683840216
Iteration :  3037  Cost train:  2427.422897776195  Cost test:  2502.836663422018
Iteration :  3038  Cost train:  2427.412674566139  Cost test:  2502.7072429454943
Iteration :  3039  Cost train:  2427.4024536782845  Cost test:  2502.8193815817845
Iteration :  3040  Cost train:  2427.392235111632  Cost test:  2502.6905246729484
Iteration :  3041  Cost train:  2427.3820188651857  Cost test:  2502.8021094965425
Iteration :  3042  Cost train:  2427.3718049379495  Cost test:  2502.6738135637534
Iteration :  3043  Cost train:  2427.3615933289284  Cost test:  2502.784847151678
Iteration :  3044  Cost train:  2427.351384037131  Cost test:  2502.657109615278
Iteration :  3045  Cost train:  2427.3411770615667  Cost test:  2502.7675945326364
Iteration :  3046  Cost train:  2427.3309724012456  Cost test:  2502.6404128248937
Iteration :  3047  Cost train:  2427.32077005518  Cost test:  2502.7503516249153
Iteration :  3048  Cost train:  2427.3105700223846  Cost test:  2502.6237231899713
Iteration :  3049  Cost train:  2427.300372301873  Cost test:  2502.733118414072
Iteration :  3050  Cost train:  2427.290176892663  Cost test:  2502.6070407078832
Iteration :  3051  Cost train:  2427.2799837937737  Cost test:  2502.7158948857177
Iteration :  3052  Cost train:  2427.269793004224  Cost test:  2502.5903653760033
Iteration :  3053  Cost train:  2427.2596045230366  Cost test:  2502.698681025517
Iteration :  3054  Cost train:  2427.249418349233  Cost test:  2502.573697191705
Iteration :  3055  Cost train:  2427.2392344818386  Cost test:  2502.681476819193
Iteration :  3056  Cost train:  2427.22905291988  Cost test:  2502.5570361523623
Iteration :  3057  Cost train:  2427.2188736623834  Cost test:  2502.6642822525196
Iteration :  3058  Cost train:  2427.2086967083783  Cost test:  2502.540382255351
Iteration :  3059  Cost train:  2427.1985220568954  Cost test:  2502.647097311328
Iteration :  3060  Cost train:  2427.188349706966  Cost test:  2502.523735498047
Iteration :  3061  Cost train:  2427.178179657625  Cost test:  2502.6299219815
Iteration :  3062  Cost train:  2427.168011907906  Cost test:  2502.507095877824
Iteration :  3063  Cost train:  2427.157846456845  Cost test:  2502.6127562489737
Iteration :  3064  Cost train:  2427.1476833034812  Cost test:  2502.4904633920605
Iteration :  3065  Cost train:  2427.1375224468525  Cost test:  2502.595600099739
Iteration :  3066  Cost train:  2427.1273638860007  Cost test:  2502.473838038132
Iteration :  3067  Cost train:  2427.117207619967  Cost test:  2502.5784535198386
Iteration :  3068  Cost train:  2427.107053647796  Cost test:  2502.457219813414
Iteration :  3069  Cost train:  2427.096901968532  Cost test:  2502.561316495369
Iteration :  3070  Cost train:  2427.086752581222  Cost test:  2502.4406087152856
Iteration :  3071  Cost train:  2427.0766054849128  Cost test:  2502.5441890124766
Iteration :  3072  Cost train:  2427.0664606786545  Cost test:  2502.4240047411213
Iteration :  3073  Cost train:  2427.056318161498  Cost test:  2502.5270710573627
Iteration :  3074  Cost train:  2427.0461779324946  Cost test:  2502.407407888298
Iteration :  3075  Cost train:  2427.036039990698  Cost test:  2502.5099626162773
Iteration :  3076  Cost train:  2427.0259043351634  Cost test:  2502.390818154193
Iteration :  3077  Cost train:  2427.015770964947  Cost test:  2502.4928636755235
Iteration :  3078  Cost train:  2427.0056398791057  Cost test:  2502.3742355361824
Iteration :  3079  Cost train:  2426.9955110766996  Cost test:  2502.475774221456
Iteration :  3080  Cost train:  2426.985384556788  Cost test:  2502.357660031641
Iteration :  3081  Cost train:  2426.975260318433  Cost test:  2502.4586942404776
Iteration :  3082  Cost train:  2426.965138360698  Cost test:  2502.341091637946
Iteration :  3083  Cost train:  2426.9550186826477  Cost test:  2502.4416237190435
Iteration :  3084  Cost train:  2426.9449012833466  Cost test:  2502.3245303524727
Iteration :  3085  Cost train:  2426.9347861618626  Cost test:  2502.424562643659
Iteration :  3086  Cost train:  2426.9246733172645  Cost test:  2502.3079761725958
Iteration :  3087  Cost train:  2426.9145627486214  Cost test:  2502.4075110008785
Iteration :  3088  Cost train:  2426.9044544550047  Cost test:  2502.291429095689
Iteration :  3089  Cost train:  2426.8943484354872  Cost test:  2502.390468777306
Iteration :  3090  Cost train:  2426.8842446891417  Cost test:  2502.274889119127
Iteration :  3091  Cost train:  2426.874143215044  Cost test:  2502.373435959595
Iteration :  3092  Cost train:  2426.8640440122713  Cost test:  2502.258356240283
Iteration :  3093  Cost train:  2426.853947079899  Cost test:  2502.356412534448
Iteration :  3094  Cost train:  2426.8438524170083  Cost test:  2502.2418304565285
Iteration :  3095  Cost train:  2426.833760022678  Cost test:  2502.339398488616
Iteration :  3096  Cost train:  2426.82366989599  Cost test:  2502.2253117652367
Iteration :  3097  Cost train:  2426.8135820360276  Cost test:  2502.3223938088986
Iteration :  3098  Cost train:  2426.8034964418744  Cost test:  2502.208800163777
Iteration :  3099  Cost train:  2426.7934131126162  Cost test:  2502.3053984821427
Iteration :  3100  Cost train:  2426.783332047339  Cost test:  2502.1922956495214
Iteration :  3101  Cost train:  2426.7732532451314  Cost test:  2502.2884124952434
Iteration :  3102  Cost train:  2426.7631767050825  Cost test:  2502.1757982198383
Iteration :  3103  Cost train:  2426.7531024262817  Cost test:  2502.271435835144
Iteration :  3104  Cost train:  2426.743030407822  Cost test:  2502.1593078720957
Iteration :  3105  Cost train:  2426.732960648795  Cost test:  2502.2544684888344
Iteration :  3106  Cost train:  2426.722893148296  Cost test:  2502.1428246036608
Iteration :  3107  Cost train:  2426.7128279054205  Cost test:  2502.2375104433513
Iteration :  3108  Cost train:  2426.7027649192637  Cost test:  2502.126348411901
Iteration :  3109  Cost train:  2426.692704188924  Cost test:  2502.220561685778
Iteration :  3110  Cost train:  2426.6826457135007  Cost test:  2502.10987929418
Iteration :  3111  Cost train:  2426.6725894920946  Cost test:  2502.2036222032452
Iteration :  3112  Cost train:  2426.662535523806  Cost test:  2502.093417247863
Iteration :  3113  Cost train:  2426.652483807739  Cost test:  2502.186691982929
Iteration :  3114  Cost train:  2426.6424343429953  Cost test:  2502.076962270311
Iteration :  3115  Cost train:  2426.6323871286822  Cost test:  2502.169771012051
Iteration :  3116  Cost train:  2426.6223421639047  Cost test:  2502.0605143588873
Iteration :  3117  Cost train:  2426.612299447771  Cost test:  2502.1528592778795
Iteration :  3118  Cost train:  2426.602258979389  Cost test:  2502.044073510951
Iteration :  3119  Cost train:  2426.5922207578687  Cost test:  2502.135956767727
Iteration :  3120  Cost train:  2426.5821847823213  Cost test:  2502.0276397238613
Iteration :  3121  Cost train:  2426.572151051859  Cost test:  2502.119063468952
Iteration :  3122  Cost train:  2426.5621195655945  Cost test:  2502.011212994975
Iteration :  3123  Cost train:  2426.5520903226434  Cost test:  2502.1021793689574
Iteration :  3124  Cost train:  2426.5420633221197  Cost test:  2501.9947933216486
Iteration :  3125  Cost train:  2426.5320385631426  Cost test:  2502.0853044551905
Iteration :  3126  Cost train:  2426.522016044828  Cost test:  2501.978380701237
Iteration :  3127  Cost train:  2426.511995766295  Cost test:  2502.068438715143
Iteration :  3128  Cost train:  2426.501977726665  Cost test:  2501.961975131092
Iteration :  3129  Cost train:  2426.4919619250586  Cost test:  2502.051582136352
Iteration :  3130  Cost train:  2426.4819483605984  Cost test:  2501.945576608565
Iteration :  3131  Cost train:  2426.4719370324083  Cost test:  2502.0347347063953
Iteration :  3132  Cost train:  2426.4619279396125  Cost test:  2501.9291851310068
Iteration :  3133  Cost train:  2426.451921081337  Cost test:  2502.0178964128977
Iteration :  3134  Cost train:  2426.441916456709  Cost test:  2501.912800695764
Iteration :  3135  Cost train:  2426.4319140648568  Cost test:  2502.0010672435246
Iteration :  3136  Cost train:  2426.421913904909  Cost test:  2501.8964233001843
Iteration :  3137  Cost train:  2426.411915975996  Cost test:  2501.9842471859865
Convergence Achieved at  3137.0  iteration
Cost Minima Found :  2426.411915975996
Betas : 
X0              50.915400
T1              14.514373
RH_1           107.184012
T2              51.290024
RH_2           -26.769808
T3              28.283545
RH_3            66.023806
T4               4.202032
RH_4            48.741698
T5              -5.829256
RH_5            12.517115
RH_6           -63.599637
T7              -8.030460
RH_7           -50.004085
T8              12.209429
RH_8          -107.811812
RH_9           -39.245345
T_out           80.359908
Press_mm_hg     73.482860
RH_out        -355.935002
Windspeed       58.198461
Tdewpoint        3.312146
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
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Iteration :  1300  Cost train:  2458.3374628917204  Cost test:  2527.2582878305043
Iteration :  1301  Cost train:  2458.2803491602926  Cost test:  2533.9804237597677
Iteration :  1302  Cost train:  2458.223431297389  Cost test:  2527.162757288861
Iteration :  1303  Cost train:  2458.166708416864  Cost test:  2533.853948895486
Iteration :  1304  Cost train:  2458.110179636655  Cost test:  2527.0679393983423
Iteration :  1305  Cost train:  2458.053844078765  Cost test:  2533.7283279744383
Iteration :  1306  Cost train:  2457.9977008692413  Cost test:  2526.9738274289134
Iteration :  1307  Cost train:  2457.941749138161  Cost test:  2533.6035536302106
Iteration :  1308  Cost train:  2457.885988019606  Cost test:  2526.880414713826
Iteration :  1309  Cost train:  2457.8304166516523  Cost test:  2533.4796185624577
Iteration :  1310  Cost train:  2457.7750341763444  Cost test:  2526.7876946490287
Iteration :  1311  Cost train:  2457.7198397396814  Cost test:  2533.35651553631
Iteration :  1312  Cost train:  2457.6648324915977  Cost test:  2526.6956606925814
Iteration :  1313  Cost train:  2457.610011585944  Cost test:  2533.2342373817687
Iteration :  1314  Cost train:  2457.5553761804695  Cost test:  2526.604306364078
Iteration :  1315  Cost train:  2457.500925436805  Cost test:  2533.1127769931227
Iteration :  1316  Cost train:  2457.4466585204445  Cost test:  2526.513625244072
Iteration :  1317  Cost train:  2457.3925746007253  Cost test:  2532.992127328359
Iteration :  1318  Cost train:  2457.338672850813  Cost test:  2526.4236109735084
Iteration :  1319  Cost train:  2457.2849524476837  Cost test:  2532.8722814085872
Iteration :  1320  Cost train:  2457.2314125721045  Cost test:  2526.3342572531606
Iteration :  1321  Cost train:  2457.1780524086157  Cost test:  2532.7532323174614
Iteration :  1322  Cost train:  2457.124871145518  Cost test:  2526.2455578430754
Iteration :  1323  Cost train:  2457.071867974849  Cost test:  2532.634973200616
Iteration :  1324  Cost train:  2457.0190420923695  Cost test:  2526.1575065620164
Iteration :  1325  Cost train:  2456.9663926975463  Cost test:  2532.517497265098
Iteration :  1326  Cost train:  2456.9139189935336  Cost test:  2526.0700972869195
Iteration :  1327  Cost train:  2456.861620187157  Cost test:  2532.4007977788106
Iteration :  1328  Cost train:  2456.809495488896  Cost test:  2525.983323952348
Iteration :  1329  Cost train:  2456.757544112869  Cost test:  2532.2848680699585
Iteration :  1330  Cost train:  2456.7057652768117  Cost test:  2525.8971805499614
Iteration :  1331  Cost train:  2456.6541582020673  Cost test:  2532.1697015265017
Iteration :  1332  Cost train:  2456.6027221135637  Cost test:  2525.8116611279734
Iteration :  1333  Cost train:  2456.5514562398  Cost test:  2532.0552915956105
Iteration :  1334  Cost train:  2456.50035981283  Cost test:  2525.7267597906343
Iteration :  1335  Cost train:  2456.449432068244  Cost test:  2531.9416317831274
Iteration :  1336  Cost train:  2456.398672245155  Cost test:  2525.6424706977027
Iteration :  1337  Cost train:  2456.3480795861806  Cost test:  2531.828715653035
Iteration :  1338  Cost train:  2456.2976533374276  Cost test:  2525.558788063929
Iteration :  1339  Cost train:  2456.247392748475  Cost test:  2531.7165368269248
Iteration :  1340  Cost train:  2456.1972970723587  Cost test:  2525.475706158544
Iteration :  1341  Cost train:  2456.147365565556  Cost test:  2531.6050889834783
Convergence Achieved at  1341.0  iteration
Cost Minima Found :  2456.147365565556
Betas : 
X0              48.852865
T1               9.316613
RH_1            44.917449
T2              26.834747
RH_2           -16.812825
T3              15.304959
RH_3            26.308827
T4               5.775664
RH_4            18.180568
T5               0.378632
RH_5             1.902975
RH_6          -107.397611
T7               0.747324
RH_7           -26.298731
T8               8.503484
RH_8           -53.180884
RH_9           -20.052951
T_out           45.740793
Press_mm_hg     69.224407
RH_out        -199.643189
Windspeed       26.701669
Tdewpoint        1.977729
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
Iteration :  150  Cost train:  4313.39922216397  Cost test:  4337.951270081756
Iteration :  151  Cost train:  4304.861264695496  Cost test:  4426.430092949308
Iteration :  152  Cost train:  4296.362684011985  Cost test:  4321.127880983369
Iteration :  153  Cost train:  4287.9032980386655  Cost test:  4409.238434922531
Iteration :  154  Cost train:  4279.482925543058  Cost test:  4304.4603065714955
Iteration :  155  Cost train:  4271.101386131102  Cost test:  4392.203917607198
Iteration :  156  Cost train:  4262.758500243201  Cost test:  4287.947104753167
Iteration :  157  Cost train:  4254.45408915037  Cost test:  4375.325096247385
Iteration :  158  Cost train:  4246.187974950504  Cost test:  4271.58684676754
Iteration :  159  Cost train:  4237.959980564389  Cost test:  4358.600539399739
Iteration :  160  Cost train:  4229.76992973207  Cost test:  4255.378117062906
Iteration :  161  Cost train:  4221.617647008818  Cost test:  4342.028828810755
Iteration :  162  Cost train:  4213.502957761666  Cost test:  4239.31951317443
Iteration :  163  Cost train:  4205.425688165381  Cost test:  4325.608559295011
Iteration :  164  Cost train:  4197.385665198889  Cost test:  4223.409645603407
Iteration :  165  Cost train:  4189.382716641492  Cost test:  4309.338338614689
Iteration :  166  Cost train:  4181.41667106918  Cost test:  4207.647137697362
Iteration :  167  Cost train:  4173.487357850935  Cost test:  4293.216787360164
Iteration :  168  Cost train:  4165.594607145094  Cost test:  4192.030625531408
Iteration :  169  Cost train:  4157.7382498956  Cost test:  4277.242538831643
Iteration :  170  Cost train:  4149.918117828452  Cost test:  4176.558757790474
Iteration :  171  Cost train:  4142.134043448153  Cost test:  4261.414238921733
Iteration :  172  Cost train:  4134.385860033964  Cost test:  4161.230195653035
Iteration :  173  Cost train:  4126.673401636381  Cost test:  4245.730545999699
Iteration :  174  Cost train:  4118.996503073542  Cost test:  4146.043612675481
Iteration :  175  Cost train:  4111.354999927696  Cost test:  4230.19013079586
Iteration :  176  Cost train:  4103.7487285417355  Cost test:  4130.997694677668
Iteration :  177  Cost train:  4096.177526015566  Cost test:  4214.79167628794
Iteration :  178  Cost train:  4088.6412302026342  Cost test:  4116.091139629881
Iteration :  179  Cost train:  4081.139679706506  Cost test:  4199.533877587954
Iteration :  180  Cost train:  4073.6727138772994  Cost test:  4101.322657540359
Iteration :  181  Cost train:  4066.2401728082496  Cost test:  4184.415441830289
Iteration :  182  Cost train:  4058.841897332368  Cost test:  4086.6909703439896
Iteration :  183  Cost train:  4051.477729018931  Cost test:  4169.435088060791
Iteration :  184  Cost train:  4044.1475101700757  Cost test:  4072.194811792403
Iteration :  185  Cost train:  4036.851083817411  Cost test:  4154.5915471270055
Iteration :  186  Cost train:  4029.5882937186657  Cost test:  4057.8329273444688
Iteration :  187  Cost train:  4022.358984354287  Cost test:  4139.883561569078
Iteration :  188  Cost train:  4015.16300092415  Cost test:  4043.6040740581475
Iteration :  189  Cost train:  4008.0001893442627  Cost test:  4125.309885512046
Iteration :  190  Cost train:  4000.870396243296  Cost test:  4029.507020483546
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Iteration :  1146  Cost train:  2470.136596219629  Cost test:  2537.403783349901
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Iteration :  1148  Cost train:  2469.9351445846733  Cost test:  2537.2270711595825
Iteration :  1149  Cost train:  2469.8350098330193  Cost test:  2546.7672832054586
Iteration :  1150  Cost train:  2469.7352667261844  Cost test:  2537.051836641875
Convergence Achieved at  1150.0  iteration
Cost Minima Found :  2469.7352667261844
Betas : 
X0              43.501272
T1               8.535825
RH_1            38.109179
T2              23.808360
RH_2           -15.437874
T3              13.747103
RH_3            21.882538
T4               5.703430
RH_4            14.805776
T5               0.886396
RH_5             0.590222
RH_6          -108.396891
T7               1.449003
RH_7           -23.628764
T8               7.938091
RH_8           -47.094227
RH_9           -18.037909
T_out           41.211330
Press_mm_hg     63.043373
RH_out        -179.020181
Windspeed       23.029588
Tdewpoint        1.962248
dtype: float64
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
Iteration :  150  Cost train:  4313.39922216397  Cost test:  4337.951270081756
Iteration :  151  Cost train:  4304.861264695496  Cost test:  4426.430092949308
Iteration :  152  Cost train:  4296.362684011985  Cost test:  4321.127880983369
Iteration :  153  Cost train:  4287.9032980386655  Cost test:  4409.238434922531
Iteration :  154  Cost train:  4279.482925543058  Cost test:  4304.4603065714955
Iteration :  155  Cost train:  4271.101386131102  Cost test:  4392.203917607198
Iteration :  156  Cost train:  4262.758500243201  Cost test:  4287.947104753167
Iteration :  157  Cost train:  4254.45408915037  Cost test:  4375.325096247385
Iteration :  158  Cost train:  4246.187974950504  Cost test:  4271.58684676754
Iteration :  159  Cost train:  4237.959980564389  Cost test:  4358.600539399739
Iteration :  160  Cost train:  4229.76992973207  Cost test:  4255.378117062906
Iteration :  161  Cost train:  4221.617647008818  Cost test:  4342.028828810755
Iteration :  162  Cost train:  4213.502957761666  Cost test:  4239.31951317443
Iteration :  163  Cost train:  4205.425688165381  Cost test:  4325.608559295011
Iteration :  164  Cost train:  4197.385665198889  Cost test:  4223.409645603407
Iteration :  165  Cost train:  4189.382716641492  Cost test:  4309.338338614689
Iteration :  166  Cost train:  4181.41667106918  Cost test:  4207.647137697362
Iteration :  167  Cost train:  4173.487357850935  Cost test:  4293.216787360164
Iteration :  168  Cost train:  4165.594607145094  Cost test:  4192.030625531408
Iteration :  169  Cost train:  4157.7382498956  Cost test:  4277.242538831643
Iteration :  170  Cost train:  4149.918117828452  Cost test:  4176.558757790474
Iteration :  171  Cost train:  4142.134043448153  Cost test:  4261.414238921733
Iteration :  172  Cost train:  4134.385860033964  Cost test:  4161.230195653035
Iteration :  173  Cost train:  4126.673401636381  Cost test:  4245.730545999699
Iteration :  174  Cost train:  4118.996503073542  Cost test:  4146.043612675481
Iteration :  175  Cost train:  4111.354999927696  Cost test:  4230.19013079586
Iteration :  176  Cost train:  4103.7487285417355  Cost test:  4130.997694677668
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Iteration :  179  Cost train:  4081.139679706506  Cost test:  4199.533877587954
Iteration :  180  Cost train:  4073.6727138772994  Cost test:  4101.322657540359
Iteration :  181  Cost train:  4066.2401728082496  Cost test:  4184.415441830289
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Iteration :  190  Cost train:  4000.870396243296  Cost test:  4029.507020483546
Iteration :  191  Cost train:  3993.773468959452  Cost test:  4110.869284559046
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Iteration :  195  Cost train:  3965.711389406784  Cost test:  4082.3824271334333
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Iteration :  203  Cost train:  3911.1192605869323  Cost test:  4026.9525495535054
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Iteration :  207  Cost train:  3884.5705110725025  Cost test:  3999.990757841555
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Iteration :  210  Cost train:  3864.97839638508  Cost test:  3895.522556979263
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Iteration :  711  Cost train:  2596.573318584902  Cost test:  2681.7060468577733
Iteration :  712  Cost train:  2595.9212390334774  Cost test:  2654.5343327961373
Iteration :  713  Cost train:  2595.272091295309  Cost test:  2680.343136684789
Iteration :  714  Cost train:  2594.625861847954  Cost test:  2653.2997710897153
Iteration :  715  Cost train:  2593.982537231467  Cost test:  2678.992201577483
Iteration :  716  Cost train:  2593.342104048098  Cost test:  2652.0765655085256
Iteration :  717  Cost train:  2592.7045489620186  Cost test:  2677.6531327228436
Iteration :  718  Cost train:  2592.0698586990256  Cost test:  2650.8646103371493
Iteration :  719  Cost train:  2591.438020046266  Cost test:  2676.3258223048133
Iteration :  720  Cost train:  2590.8090198519394  Cost test:  2649.6638008406217
Iteration :  721  Cost train:  2590.1828450250287  Cost test:  2675.0101634951197
Iteration :  722  Cost train:  2589.559482535017  Cost test:  2648.4740332553497
Iteration :  723  Cost train:  2588.938919411604  Cost test:  2673.706050444204
Iteration :  724  Cost train:  2588.3211427444244  Cost test:  2647.2952047801473
Iteration :  725  Cost train:  2587.7061396827776  Cost test:  2672.413378272207
Iteration :  726  Cost train:  2587.093897435351  Cost test:  2646.1272135673025
Iteration :  727  Cost train:  2586.484403269943  Cost test:  2671.1320430600563
Iteration :  728  Cost train:  2585.877644513189  Cost test:  2644.969958713772
Iteration :  729  Cost train:  2585.2736085502906  Cost test:  2669.8619418406315
Iteration :  730  Cost train:  2584.6722828247457  Cost test:  2643.823340252431
Iteration :  731  Cost train:  2584.073654838082  Cost test:  2668.602972590007
Iteration :  732  Cost train:  2583.4777121495777  Cost test:  2642.6872591434203
Iteration :  733  Cost train:  2582.884442376007  Cost test:  2667.3550342187846
Iteration :  734  Cost train:  2582.2938331913665  Cost test:  2641.561617265556
Iteration :  735  Cost train:  2581.7058723266136  Cost test:  2666.118026563492
Iteration :  736  Cost train:  2581.120547569405  Cost test:  2640.4463174078373
Iteration :  737  Cost train:  2580.5378467638284  Cost test:  2664.8918503780783
Iteration :  738  Cost train:  2579.957757810145  Cost test:  2639.341263261017
Iteration :  739  Cost train:  2579.380268664534  Cost test:  2663.6764073254653
Iteration :  740  Cost train:  2578.8053673388267  Cost test:  2638.2463594092615
Iteration :  741  Cost train:  2578.2330419002533  Cost test:  2662.4715999691994
Iteration :  742  Cost train:  2577.6632804711894  Cost test:  2637.1615113218795
Iteration :  743  Cost train:  2577.096071228892  Cost test:  2661.2773317651713
Iteration :  744  Cost train:  2576.531402405254  Cost test:  2636.0866253451327
Iteration :  745  Cost train:  2575.9692622865505  Cost test:  2660.093507053401
Iteration :  746  Cost train:  2575.409639213183  Cost test:  2635.0216086941186
Iteration :  747  Cost train:  2574.8525215794352  Cost test:  2658.9200310499177
Iteration :  748  Cost train:  2574.297897833217  Cost test:  2633.966369444733
Iteration :  749  Cost train:  2573.7457564758215  Cost test:  2657.7568098387023
Iteration :  750  Cost train:  2573.1960860616787  Cost test:  2632.9208165256973
Iteration :  751  Cost train:  2572.648875198106  Cost test:  2656.6037503637062
Iteration :  752  Cost train:  2572.104112545066  Cost test:  2631.884859710675
Iteration :  753  Cost train:  2571.5617868149243  Cost test:  2655.4607604209486
Iteration :  754  Cost train:  2571.0218867722037  Cost test:  2630.858409610447
Iteration :  755  Cost train:  2570.484401233346  Cost test:  2654.3277486506827
Iteration :  756  Cost train:  2569.9493190664675  Cost test:  2629.8413776651614
Iteration :  757  Cost train:  2569.416629191129  Cost test:  2653.2046245296197
Iteration :  758  Cost train:  2568.8863205780895  Cost test:  2628.83367613666
Iteration :  759  Cost train:  2568.3583822490714  Cost test:  2652.091298363262
Iteration :  760  Cost train:  2567.832803276527  Cost test:  2627.8352181008754
Iteration :  761  Cost train:  2567.309572783407  Cost test:  2650.9876812782663
Iteration :  762  Cost train:  2566.7886799429166  Cost test:  2626.8459174403006
Iteration :  763  Cost train:  2566.270113978291  Cost test:  2649.8936852149054
Iteration :  764  Cost train:  2565.7538641625656  Cost test:  2625.8656888365113
Iteration :  765  Cost train:  2565.239919818337  Cost test:  2648.809222919583
Iteration :  766  Cost train:  2564.728270317545  Cost test:  2624.8944477627806
Iteration :  767  Cost train:  2564.218905081234  Cost test:  2647.7342079374184
Iteration :  768  Cost train:  2563.7118135793385  Cost test:  2623.9321104767478
Iteration :  769  Cost train:  2563.206985330441  Cost test:  2646.668554604919
Iteration :  770  Cost train:  2562.70440990156  Cost test:  2622.978594013162
Iteration :  771  Cost train:  2562.2040769079217  Cost test:  2645.6121780426893
Iteration :  772  Cost train:  2561.705976012736  Cost test:  2622.0338161766863
Convergence Achieved at  772.0  iteration
Cost Minima Found :  2561.705976012736
Betas : 
X0              38.295519
T1               6.894078
RH_1            25.164670
T2              17.531849
RH_2           -11.746804
T3              10.557750
RH_3            13.751759
T4               5.362185
RH_4             8.828612
T5               1.792590
RH_5            -1.103305
RH_6          -101.425995
T7               2.610794
RH_7           -17.459230
T8               6.701799
RH_8           -33.863331
RH_9           -13.265847
T_out           31.165655
Press_mm_hg     54.898733
RH_out        -132.599529
Windspeed       15.636231
Tdewpoint        1.901004
dtype: float64
In [97]:
bar_1=pd.concat([best_criteria.groupby('Convergence_criteria')['Cost_test'].min(),
           best_criteria.groupby('Convergence_criteria')['Iteration'].max()],axis=1)
bar_1['Convergence_criteria']=bar_1.index
bar_1
Out[97]:
Cost_test Iteration Convergence_criteria
Convergence_criteria
0.001 2365.316088 69396.0 0.001
0.005 2479.727427 7013.0 0.005
0.010 2501.896423 3137.0 0.010
0.050 2525.475706 1341.0 0.050
0.100 2537.051837 1150.0 0.100
0.500 2622.033816 772.0 0.500
In [101]:
fig=go.Figure()
for i in x:
    fig.add_trace(go.Scatter(x=best_criteria.loc[best_criteria['Convergence_criteria']==i,'Cost_test'],
                            y=best_criteria.loc[best_criteria['Convergence_criteria']==i,'Iteration'],
                            name=i,
                             mode='lines'))
fig.update_layout(title='Cost Vs Iteration')
fig.update_yaxes(range=[0,2700])
#fig.update_xaxes(range=[0.001,0.5])
fig.show()u
In [129]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=bar_1['Iteration'],
                        y=bar_1['Cost_test'],
                        mode='markers+lines+text',
                        text=bar_1['Convergence_criteria'],
                        textposition='top center',
                        line=dict(color='rgb(244,109,67)'),
                        marker=dict(
                        color=bar_1['Convergence_criteria'],
                        colorscale='Earth',
                        showscale=True,
                        size=12)))
fig.update_yaxes(range=[2300,2700])
fig.update_layout(title='Cost Vs Iteration',xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()
In [116]:
CC=[0.001,0.005,0.01,0.05,0.1,0.5]
l=[]
for i in CC : l.append("Convergence "+str(i))
fig = go.Figure()
fig.add_trace(go.Bar(x=l,
                     y=bar_1['Cost_test'],
                    text=l,
                    textposition='outside'))
fig.update_yaxes(range=[2300,2700])
fig.update_layout(title='Cost Vs Convergence',xaxis=dict(title='Convergence criteria'),yaxis=dict(title='Cost'))
fig.show()
In [36]:
initial_params,params,graph_optimum=batch_gradient_descent_v3('lr',x_train,y_train,x_test,y_test,1,0.01,1000000)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  6131.881685171096  Cost test:  6137.643063447518
Iteration :  3  Cost train:  6114.950036447358  Cost test:  6257.204648270228
Iteration :  4  Cost train:  6098.096582375364  Cost test:  6104.156318193907
Iteration :  5  Cost train:  6081.320961290886  Cost test:  6223.246126446692
Iteration :  6  Cost train:  6064.622813202932  Cost test:  6070.97955231276
Iteration :  7  Cost train:  6048.0017797863575  Cost test:  6189.599018458445
Iteration :  8  Cost train:  6031.457504373746  Cost test:  6038.109898693779
Iteration :  9  Cost train:  6014.9896319479485  Cost test:  6156.260457438258
Iteration :  10  Cost train:  5998.597809134429  Cost test:  6005.544516725766
Iteration :  11  Cost train:  5982.281684193641  Cost test:  6123.227602953465
Iteration :  12  Cost train:  5966.040907013291  Cost test:  5973.280592051743
Iteration :  13  Cost train:  5949.875129101235  Cost test:  6090.4976407618515
Iteration :  14  Cost train:  5933.784003577571  Cost test:  5941.315336326316
Iteration :  15  Cost train:  5917.767185167294  Cost test:  6058.067782570457
Iteration :  16  Cost train:  5901.824330192935  Cost test:  5909.645986975292
Iteration :  17  Cost train:  5885.955096567227  Cost test:  6025.935265795524
Iteration :  18  Cost train:  5870.159143785517  Cost test:  5878.269806957827
Iteration :  19  Cost train:  5854.436132918621  Cost test:  5994.097353325712
Iteration :  20  Cost train:  5838.785726605505  Cost test:  5847.184084530155
Iteration :  21  Cost train:  5823.207589046092  Cost test:  5962.551333286796
Iteration :  22  Cost train:  5807.701385993831  Cost test:  5816.386133012359
Iteration :  23  Cost train:  5792.266784748646  Cost test:  5931.294518808916
Iteration :  24  Cost train:  5776.903454149845  Cost test:  5785.873290556194
Iteration :  25  Cost train:  5761.611064568772  Cost test:  5900.324247795519
Iteration :  26  Cost train:  5746.389287902081  Cost test:  5755.642919915949
Iteration :  27  Cost train:  5731.237797564271  Cost test:  5869.63788269508
Iteration :  28  Cost train:  5716.156268480953  Cost test:  5725.692408221266
Iteration :  29  Cost train:  5701.144377081776  Cost test:  5839.232810274476
Iteration :  30  Cost train:  5686.201801293329  Cost test:  5696.019166751826
Iteration :  31  Cost train:  5671.328220532456  Cost test:  5809.106441394566
Iteration :  32  Cost train:  5656.523315699188  Cost test:  5666.620630714123
Iteration :  33  Cost train:  5641.786769169868  Cost test:  5779.256210787915
Iteration :  34  Cost train:  5627.118264790457  Cost test:  5637.494259020411
Iteration :  35  Cost train:  5612.517487869592  Cost test:  5749.679576838301
Iteration :  36  Cost train:  5597.984125171894  Cost test:  5608.637534069709
Iteration :  37  Cost train:  5583.5178649112195  Cost test:  5720.374021362575
Iteration :  38  Cost train:  5569.1183967439665  Cost test:  5580.0479615307795
Iteration :  39  Cost train:  5554.785411762369  Cost test:  5691.3370493945495
Iteration :  40  Cost train:  5540.518602487852  Cost test:  5551.723070127253
Iteration :  41  Cost train:  5526.317662864428  Cost test:  5662.5661889706125
Iteration :  42  Cost train:  5512.182288252128  Cost test:  5523.660411424424
Iteration :  43  Cost train:  5498.112175420385  Cost test:  5634.05899091744
Iteration :  44  Cost train:  5484.107022541637  Cost test:  5495.857559618231
Iteration :  45  Cost train:  5470.166529184686  Cost test:  5605.813028641714
Iteration :  46  Cost train:  5456.290396308372  Cost test:  5468.31211132625
Iteration :  47  Cost train:  5442.478326255091  Cost test:  5577.8258979218745
Iteration :  48  Cost train:  5428.730022744311  Cost test:  5441.0216853806405
Iteration :  49  Cost train:  5415.045190866268  Cost test:  5550.095216701567
Iteration :  50  Cost train:  5401.423537075666  Cost test:  5413.9839226225085
Iteration :  51  Cost train:  5387.8647691853  Cost test:  5522.618624885039
Iteration :  52  Cost train:  5374.368596359795  Cost test:  5387.196485698925
Iteration :  53  Cost train:  5360.934729109333  Cost test:  5495.393784134666
Iteration :  54  Cost train:  5347.562879283504  Cost test:  5360.657058861335
Iteration :  55  Cost train:  5334.252760064916  Cost test:  5468.418377670155
Iteration :  56  Cost train:  5321.004085963175  Cost test:  5334.363347765795
Iteration :  57  Cost train:  5307.816572808841  Cost test:  5441.690110069279
Iteration :  58  Cost train:  5294.689937747113  Cost test:  5308.313079275439
Iteration :  59  Cost train:  5281.623899231764  Cost test:  5415.206707071366
Iteration :  60  Cost train:  5268.618177019241  Cost test:  5282.504001264268
Iteration :  61  Cost train:  5255.67249216254  Cost test:  5388.965915381511
Iteration :  62  Cost train:  5242.786567005183  Cost test:  5256.933882423346
Iteration :  63  Cost train:  5229.960125175256  Cost test:  5362.965502477495
Iteration :  64  Cost train:  5217.19289157951  Cost test:  5231.600512068152
Iteration :  65  Cost train:  5204.484592397422  Cost test:  5337.203256417859
Iteration :  66  Cost train:  5191.8349550752455  Cost test:  5206.501699948195
Iteration :  67  Cost train:  5179.243708320272  Cost test:  5311.67698565207
Iteration :  68  Cost train:  5166.710582094853  Cost test:  5181.635276058109
Iteration :  69  Cost train:  5154.235307610756  Cost test:  5286.384518832403
Iteration :  70  Cost train:  5141.817617323213  Cost test:  5156.999090450724
Iteration :  71  Cost train:  5129.457244925316  Cost test:  5261.323704627607
Iteration :  72  Cost train:  5117.153925342113  Cost test:  5132.5910130516795
Iteration :  73  Cost train:  5104.90739472501  Cost test:  5236.492411537894
Iteration :  74  Cost train:  5092.717390446261  Cost test:  5108.408933475528
Iteration :  75  Cost train:  5080.583651092998  Cost test:  5211.888527712314
Iteration :  76  Cost train:  5068.50591646181  Cost test:  5084.450760844371
Iteration :  77  Cost train:  5056.483927553168  Cost test:  5187.50996076727
Iteration :  78  Cost train:  5044.517426565645  Cost test:  5060.714423607252
Iteration :  79  Cost train:  5032.606156890584  Cost test:  5163.354637606842
Iteration :  80  Cost train:  5020.749863106589  Cost test:  5037.197869361458
Iteration :  81  Cost train:  5008.948290973779  Cost test:  5139.42050424496
Iteration :  82  Cost train:  4997.201187428637  Cost test:  5013.8990646758675
Iteration :  83  Cost train:  4985.5083005783845  Cost test:  5115.705525628929
Iteration :  84  Cost train:  4973.869379695576  Cost test:  4990.815994915662
Iteration :  85  Cost train:  4962.2841752127415  Cost test:  5092.207685464916
Iteration :  86  Cost train:  4950.752438717008  Cost test:  4967.9466640684595
Iteration :  87  Cost train:  4939.273922944711  Cost test:  5068.924986044648
Iteration :  88  Cost train:  4927.8483817762035  Cost test:  4945.28909457227
Iteration :  89  Cost train:  4916.47557023043  Cost test:  5045.855448074057
Iteration :  90  Cost train:  4905.155244459788  Cost test:  4922.841327145279
Iteration :  91  Cost train:  4893.887161744652  Cost test:  5022.997110503497
Iteration :  92  Cost train:  4882.671080488415  Cost test:  4900.601420616619
Iteration :  93  Cost train:  4871.506760212181  Cost test:  5000.348030359078
Iteration :  94  Cost train:  4860.393961549514  Cost test:  4878.567451759233
Iteration :  95  Cost train:  4849.332446241429  Cost test:  4977.906282576097
Iteration :  96  Cost train:  4838.321977131268  Cost test:  4856.737515123936
Iteration :  97  Cost train:  4827.362318159334  Cost test:  4955.669959833855
Iteration :  98  Cost train:  4816.453234358273  Cost test:  4835.109722875182
Iteration :  99  Cost train:  4805.59449184757  Cost test:  4933.637172391745
Iteration :  100  Cost train:  4794.785857828848  Cost test:  4813.6822046284715
Iteration :  101  Cost train:  4784.027100580656  Cost test:  4911.806047927262
Iteration :  102  Cost train:  4773.317989453551  Cost test:  4792.453107288967
Iteration :  103  Cost train:  4762.658294865189  Cost test:  4890.174731375107
Iteration :  104  Cost train:  4752.047788295286  Cost test:  4771.4205948917015
Iteration :  105  Cost train:  4741.486242280782  Cost test:  4868.741384768028
Iteration :  106  Cost train:  4730.973430410946  Cost test:  4750.582848443317
Iteration :  107  Cost train:  4720.509127322456  Cost test:  4847.504187079106
Iteration :  108  Cost train:  4710.0931086946075  Cost test:  4729.938065765354
Iteration :  109  Cost train:  4699.725151244447  Cost test:  4826.461334065434
Iteration :  110  Cost train:  4689.405032722035  Cost test:  4709.484461338859
Iteration :  111  Cost train:  4679.132531905506  Cost test:  4805.611038113325
Iteration :  112  Cost train:  4668.907428596511  Cost test:  4689.22026615031
Iteration :  113  Cost train:  4658.729503615403  Cost test:  4784.951528084699
Iteration :  114  Cost train:  4648.598538796419  Cost test:  4669.143727539292
Iteration :  115  Cost train:  4638.514316983173  Cost test:  4764.481049165222
Iteration :  116  Cost train:  4628.476622023865  Cost test:  4649.253109047221
Iteration :  117  Cost train:  4618.485238766649  Cost test:  4744.1978627137305
Iteration :  118  Cost train:  4608.539953055031  Cost test:  4629.54669026779
Iteration :  119  Cost train:  4598.640551723276  Cost test:  4724.100246112944
Iteration :  120  Cost train:  4588.786822591716  Cost test:  4610.022766698604
Iteration :  121  Cost train:  4578.978554462342  Cost test:  4704.186492621575
Iteration :  122  Cost train:  4569.215537114155  Cost test:  4590.679649594098
Iteration :  123  Cost train:  4559.497561298708  Cost test:  4684.454911227973
Iteration :  124  Cost train:  4549.824418735552  Cost test:  4571.515665820162
Iteration :  125  Cost train:  4540.195902107774  Cost test:  4664.903826504962
Iteration :  126  Cost train:  4530.611805057552  Cost test:  4552.529157709706
Iteration :  127  Cost train:  4521.071922181705  Cost test:  4645.531578465981
Iteration :  128  Cost train:  4511.576049027327  Cost test:  4533.718482919843
Iteration :  129  Cost train:  4502.123982087253  Cost test:  4626.336522422788
Iteration :  130  Cost train:  4492.715518795848  Cost test:  4515.082014290255
Iteration :  131  Cost train:  4483.350457524569  Cost test:  4607.317028844169
Iteration :  132  Cost train:  4474.028597577596  Cost test:  4496.618139702992
Iteration :  133  Cost train:  4464.749739187557  Cost test:  4588.471483216195
Iteration :  134  Cost train:  4455.5136835112735  Cost test:  4478.3252619432815
Iteration :  135  Cost train:  4446.320232625415  Cost test:  4569.798285903653
Iteration :  136  Cost train:  4437.1691895221975  Cost test:  4460.2017985620105
Iteration :  137  Cost train:  4428.060358105327  Cost test:  4551.2958520126285
Iteration :  138  Cost train:  4418.993543185645  Cost test:  4442.246181739165
Iteration :  139  Cost train:  4409.9685504769395  Cost test:  4532.962611254896
Iteration :  140  Cost train:  4400.985186591761  Cost test:  4424.456858148827
Iteration :  141  Cost train:  4392.043259037327  Cost test:  4514.797007812767
Iteration :  142  Cost train:  4383.14257621131  Cost test:  4406.832288825022
Iteration :  143  Cost train:  4374.282947397772  Cost test:  4496.797500205778
Iteration :  144  Cost train:  4365.464182762994  Cost test:  4389.370949029123
Iteration :  145  Cost train:  4356.686093351576  Cost test:  4478.962561158386
Iteration :  146  Cost train:  4347.948491082074  Cost test:  4372.071328118565
Iteration :  147  Cost train:  4339.251188743211  Cost test:  4461.290677469036
Iteration :  148  Cost train:  4330.593999989701  Cost test:  4354.9319294162615
Iteration :  149  Cost train:  4321.976739338369  Cost test:  4443.7803498800995
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Iteration :  1860  Cost train:  2441.9003353696485  Cost test:  2514.209785551155
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Iteration :  1991  Cost train:  2439.8581617835407  Cost test:  2514.01489076402
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Iteration :  2010  Cost train:  2439.5801308034006  Cost test:  2512.4329454949107
Iteration :  2011  Cost train:  2439.5656038497236  Cost test:  2513.727735392472
Iteration :  2012  Cost train:  2439.551087275206  Cost test:  2512.4105705975444
Iteration :  2013  Cost train:  2439.53658104551  Cost test:  2513.6993339231435
Iteration :  2014  Cost train:  2439.5220851264485  Cost test:  2512.3882235685023
Iteration :  2015  Cost train:  2439.5075994839895  Cost test:  2513.670988151017
Iteration :  2016  Cost train:  2439.4931240842516  Cost test:  2512.365904193517
Iteration :  2017  Cost train:  2439.4786588935062  Cost test:  2513.6426977337333
Iteration :  2018  Cost train:  2439.464203878176  Cost test:  2512.3436122604817
Iteration :  2019  Cost train:  2439.4497590048313  Cost test:  2513.614462331681
Iteration :  2020  Cost train:  2439.4353242401953  Cost test:  2512.321347559431
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Iteration :  2975  Cost train:  2428.0613148104894  Cost test:  2503.3773214071553
Iteration :  2976  Cost train:  2428.0509456023856  Cost test:  2503.229076844794
Iteration :  2977  Cost train:  2428.040578781803  Cost test:  2503.35972958945
Iteration :  2978  Cost train:  2428.0302143476324  Cost test:  2503.2121351938144
Iteration :  2979  Cost train:  2428.019852298763  Cost test:  2503.3421480097277
Iteration :  2980  Cost train:  2428.009492634089  Cost test:  2503.1952007887553
Iteration :  2981  Cost train:  2427.999135352504  Cost test:  2503.324576651441
Iteration :  2982  Cost train:  2427.988780452906  Cost test:  2503.1782736269047
Iteration :  2983  Cost train:  2427.9784279341934  Cost test:  2503.3070154981115
Iteration :  2984  Cost train:  2427.9680777952667  Cost test:  2503.1613537055555
Iteration :  2985  Cost train:  2427.9577300350297  Cost test:  2503.289464533328
Iteration :  2986  Cost train:  2427.9473846523865  Cost test:  2503.1444410220056
Iteration :  2987  Cost train:  2427.937041646245  Cost test:  2503.2719237407473
Iteration :  2988  Cost train:  2427.9267010155127  Cost test:  2503.1275355735556
Iteration :  2989  Cost train:  2427.9163627591015  Cost test:  2503.2543931040927
Iteration :  2990  Cost train:  2427.906026875924  Cost test:  2503.1106373575117
Iteration :  2991  Cost train:  2427.895693364895  Cost test:  2503.236872607156
Iteration :  2992  Cost train:  2427.885362224931  Cost test:  2503.0937463711825
Iteration :  2993  Cost train:  2427.875033454951  Cost test:  2503.2193622337927
Iteration :  2994  Cost train:  2427.8647070538746  Cost test:  2503.0768626118806
Iteration :  2995  Cost train:  2427.854383020625  Cost test:  2503.2018619679257
Iteration :  2996  Cost train:  2427.8440613541266  Cost test:  2503.059986076923
Iteration :  2997  Cost train:  2427.8337420533057  Cost test:  2503.1843717935435
Iteration :  2998  Cost train:  2427.8234251170898  Cost test:  2503.0431167636293
Iteration :  2999  Cost train:  2427.81311054441  Cost test:  2503.1668916946987
Iteration :  3000  Cost train:  2427.802798334197  Cost test:  2503.026254669323
Iteration :  3001  Cost train:  2427.792488485386  Cost test:  2503.1494216555097
Iteration :  3002  Cost train:  2427.7821809969114  Cost test:  2503.00939979133
Iteration :  3003  Cost train:  2427.771875867712  Cost test:  2503.1319616601577
Iteration :  3004  Cost train:  2427.761573096726  Cost test:  2502.99255212698
Iteration :  3005  Cost train:  2427.7512726828954  Cost test:  2503.1145116928897
Iteration :  3006  Cost train:  2427.740974625163  Cost test:  2502.9757116736055
Iteration :  3007  Cost train:  2427.730678922473  Cost test:  2503.0970717380137
Iteration :  3008  Cost train:  2427.7203855737735  Cost test:  2502.9588784285424
Iteration :  3009  Cost train:  2427.7100945780116  Cost test:  2503.0796417799024
Iteration :  3010  Cost train:  2427.699805934139  Cost test:  2502.9420523891276
Iteration :  3011  Cost train:  2427.689519641107  Cost test:  2503.0622218029916
Iteration :  3012  Cost train:  2427.6792356978694  Cost test:  2502.925233552703
Iteration :  3013  Cost train:  2427.668954103382  Cost test:  2503.044811791778
Iteration :  3014  Cost train:  2427.658674856603  Cost test:  2502.908421916611
Iteration :  3015  Cost train:  2427.6483979564905  Cost test:  2503.0274117308218
Iteration :  3016  Cost train:  2427.638123402006  Cost test:  2502.8916174781984
Iteration :  3017  Cost train:  2427.6278511921128  Cost test:  2503.0100216047417
Iteration :  3018  Cost train:  2427.6175813257746  Cost test:  2502.874820234813
Iteration :  3019  Cost train:  2427.607313801958  Cost test:  2502.9926413982216
Iteration :  3020  Cost train:  2427.5970486196306  Cost test:  2502.8580301838047
Iteration :  3021  Cost train:  2427.5867857777625  Cost test:  2502.9752710960042
Iteration :  3022  Cost train:  2427.576525275326  Cost test:  2502.841247322526
Iteration :  3023  Cost train:  2427.566267111292  Cost test:  2502.9579106828915
Iteration :  3024  Cost train:  2427.556011284637  Cost test:  2502.8244716483323
Iteration :  3025  Cost train:  2427.545757794337  Cost test:  2502.9405601437466
Iteration :  3026  Cost train:  2427.535506639371  Cost test:  2502.807703158579
Iteration :  3027  Cost train:  2427.525257818718  Cost test:  2502.9232194634924
Iteration :  3028  Cost train:  2427.51501133136  Cost test:  2502.7909418506247
Iteration :  3029  Cost train:  2427.50476717628  Cost test:  2502.905888627112
Iteration :  3030  Cost train:  2427.494525352463  Cost test:  2502.774187721829
Iteration :  3031  Cost train:  2427.484285858896  Cost test:  2502.8885676196455
Iteration :  3032  Cost train:  2427.474048694567  Cost test:  2502.7574407695543
Iteration :  3033  Cost train:  2427.463813858466  Cost test:  2502.8712564261928
Iteration :  3034  Cost train:  2427.453581349584  Cost test:  2502.740700991164
Iteration :  3035  Cost train:  2427.443351166915  Cost test:  2502.853955031912
Iteration :  3036  Cost train:  2427.4331233094535  Cost test:  2502.7239683840216
Iteration :  3037  Cost train:  2427.422897776195  Cost test:  2502.836663422018
Iteration :  3038  Cost train:  2427.412674566139  Cost test:  2502.7072429454943
Iteration :  3039  Cost train:  2427.4024536782845  Cost test:  2502.8193815817845
Iteration :  3040  Cost train:  2427.392235111632  Cost test:  2502.6905246729484
Iteration :  3041  Cost train:  2427.3820188651857  Cost test:  2502.8021094965425
Iteration :  3042  Cost train:  2427.3718049379495  Cost test:  2502.6738135637534
Iteration :  3043  Cost train:  2427.3615933289284  Cost test:  2502.784847151678
Iteration :  3044  Cost train:  2427.351384037131  Cost test:  2502.657109615278
Iteration :  3045  Cost train:  2427.3411770615667  Cost test:  2502.7675945326364
Iteration :  3046  Cost train:  2427.3309724012456  Cost test:  2502.6404128248937
Iteration :  3047  Cost train:  2427.32077005518  Cost test:  2502.7503516249153
Iteration :  3048  Cost train:  2427.3105700223846  Cost test:  2502.6237231899713
Iteration :  3049  Cost train:  2427.300372301873  Cost test:  2502.733118414072
Iteration :  3050  Cost train:  2427.290176892663  Cost test:  2502.6070407078832
Iteration :  3051  Cost train:  2427.2799837937737  Cost test:  2502.7158948857177
Iteration :  3052  Cost train:  2427.269793004224  Cost test:  2502.5903653760033
Iteration :  3053  Cost train:  2427.2596045230366  Cost test:  2502.698681025517
Iteration :  3054  Cost train:  2427.249418349233  Cost test:  2502.573697191705
Iteration :  3055  Cost train:  2427.2392344818386  Cost test:  2502.681476819193
Iteration :  3056  Cost train:  2427.22905291988  Cost test:  2502.5570361523623
Iteration :  3057  Cost train:  2427.2188736623834  Cost test:  2502.6642822525196
Iteration :  3058  Cost train:  2427.2086967083783  Cost test:  2502.540382255351
Iteration :  3059  Cost train:  2427.1985220568954  Cost test:  2502.647097311328
Iteration :  3060  Cost train:  2427.188349706966  Cost test:  2502.523735498047
Iteration :  3061  Cost train:  2427.178179657625  Cost test:  2502.6299219815
Iteration :  3062  Cost train:  2427.168011907906  Cost test:  2502.507095877824
Iteration :  3063  Cost train:  2427.157846456845  Cost test:  2502.6127562489737
Iteration :  3064  Cost train:  2427.1476833034812  Cost test:  2502.4904633920605
Iteration :  3065  Cost train:  2427.1375224468525  Cost test:  2502.595600099739
Iteration :  3066  Cost train:  2427.1273638860007  Cost test:  2502.473838038132
Iteration :  3067  Cost train:  2427.117207619967  Cost test:  2502.5784535198386
Iteration :  3068  Cost train:  2427.107053647796  Cost test:  2502.457219813414
Iteration :  3069  Cost train:  2427.096901968532  Cost test:  2502.561316495369
Iteration :  3070  Cost train:  2427.086752581222  Cost test:  2502.4406087152856
Iteration :  3071  Cost train:  2427.0766054849128  Cost test:  2502.5441890124766
Iteration :  3072  Cost train:  2427.0664606786545  Cost test:  2502.4240047411213
Iteration :  3073  Cost train:  2427.056318161498  Cost test:  2502.5270710573627
Iteration :  3074  Cost train:  2427.0461779324946  Cost test:  2502.407407888298
Iteration :  3075  Cost train:  2427.036039990698  Cost test:  2502.5099626162773
Iteration :  3076  Cost train:  2427.0259043351634  Cost test:  2502.390818154193
Iteration :  3077  Cost train:  2427.015770964947  Cost test:  2502.4928636755235
Iteration :  3078  Cost train:  2427.0056398791057  Cost test:  2502.3742355361824
Iteration :  3079  Cost train:  2426.9955110766996  Cost test:  2502.475774221456
Iteration :  3080  Cost train:  2426.985384556788  Cost test:  2502.357660031641
Iteration :  3081  Cost train:  2426.975260318433  Cost test:  2502.4586942404776
Iteration :  3082  Cost train:  2426.965138360698  Cost test:  2502.341091637946
Iteration :  3083  Cost train:  2426.9550186826477  Cost test:  2502.4416237190435
Iteration :  3084  Cost train:  2426.9449012833466  Cost test:  2502.3245303524727
Iteration :  3085  Cost train:  2426.9347861618626  Cost test:  2502.424562643659
Iteration :  3086  Cost train:  2426.9246733172645  Cost test:  2502.3079761725958
Iteration :  3087  Cost train:  2426.9145627486214  Cost test:  2502.4075110008785
Iteration :  3088  Cost train:  2426.9044544550047  Cost test:  2502.291429095689
Iteration :  3089  Cost train:  2426.8943484354872  Cost test:  2502.390468777306
Iteration :  3090  Cost train:  2426.8842446891417  Cost test:  2502.274889119127
Iteration :  3091  Cost train:  2426.874143215044  Cost test:  2502.373435959595
Iteration :  3092  Cost train:  2426.8640440122713  Cost test:  2502.258356240283
Iteration :  3093  Cost train:  2426.853947079899  Cost test:  2502.356412534448
Iteration :  3094  Cost train:  2426.8438524170083  Cost test:  2502.2418304565285
Iteration :  3095  Cost train:  2426.833760022678  Cost test:  2502.339398488616
Iteration :  3096  Cost train:  2426.82366989599  Cost test:  2502.2253117652367
Iteration :  3097  Cost train:  2426.8135820360276  Cost test:  2502.3223938088986
Iteration :  3098  Cost train:  2426.8034964418744  Cost test:  2502.208800163777
Iteration :  3099  Cost train:  2426.7934131126162  Cost test:  2502.3053984821427
Iteration :  3100  Cost train:  2426.783332047339  Cost test:  2502.1922956495214
Iteration :  3101  Cost train:  2426.7732532451314  Cost test:  2502.2884124952434
Iteration :  3102  Cost train:  2426.7631767050825  Cost test:  2502.1757982198383
Iteration :  3103  Cost train:  2426.7531024262817  Cost test:  2502.271435835144
Iteration :  3104  Cost train:  2426.743030407822  Cost test:  2502.1593078720957
Iteration :  3105  Cost train:  2426.732960648795  Cost test:  2502.2544684888344
Iteration :  3106  Cost train:  2426.722893148296  Cost test:  2502.1428246036608
Iteration :  3107  Cost train:  2426.7128279054205  Cost test:  2502.2375104433513
Iteration :  3108  Cost train:  2426.7027649192637  Cost test:  2502.126348411901
Iteration :  3109  Cost train:  2426.692704188924  Cost test:  2502.220561685778
Iteration :  3110  Cost train:  2426.6826457135007  Cost test:  2502.10987929418
Iteration :  3111  Cost train:  2426.6725894920946  Cost test:  2502.2036222032452
Iteration :  3112  Cost train:  2426.662535523806  Cost test:  2502.093417247863
Iteration :  3113  Cost train:  2426.652483807739  Cost test:  2502.186691982929
Iteration :  3114  Cost train:  2426.6424343429953  Cost test:  2502.076962270311
Iteration :  3115  Cost train:  2426.6323871286822  Cost test:  2502.169771012051
Iteration :  3116  Cost train:  2426.6223421639047  Cost test:  2502.0605143588873
Iteration :  3117  Cost train:  2426.612299447771  Cost test:  2502.1528592778795
Iteration :  3118  Cost train:  2426.602258979389  Cost test:  2502.044073510951
Iteration :  3119  Cost train:  2426.5922207578687  Cost test:  2502.135956767727
Iteration :  3120  Cost train:  2426.5821847823213  Cost test:  2502.0276397238613
Iteration :  3121  Cost train:  2426.572151051859  Cost test:  2502.119063468952
Iteration :  3122  Cost train:  2426.5621195655945  Cost test:  2502.011212994975
Iteration :  3123  Cost train:  2426.5520903226434  Cost test:  2502.1021793689574
Iteration :  3124  Cost train:  2426.5420633221197  Cost test:  2501.9947933216486
Iteration :  3125  Cost train:  2426.5320385631426  Cost test:  2502.0853044551905
Iteration :  3126  Cost train:  2426.522016044828  Cost test:  2501.978380701237
Iteration :  3127  Cost train:  2426.511995766295  Cost test:  2502.068438715143
Iteration :  3128  Cost train:  2426.501977726665  Cost test:  2501.961975131092
Iteration :  3129  Cost train:  2426.4919619250586  Cost test:  2502.051582136352
Iteration :  3130  Cost train:  2426.4819483605984  Cost test:  2501.945576608565
Iteration :  3131  Cost train:  2426.4719370324083  Cost test:  2502.0347347063953
Iteration :  3132  Cost train:  2426.4619279396125  Cost test:  2501.9291851310068
Iteration :  3133  Cost train:  2426.451921081337  Cost test:  2502.0178964128977
Iteration :  3134  Cost train:  2426.441916456709  Cost test:  2501.912800695764
Iteration :  3135  Cost train:  2426.4319140648568  Cost test:  2502.0010672435246
Iteration :  3136  Cost train:  2426.421913904909  Cost test:  2501.8964233001843
Iteration :  3137  Cost train:  2426.411915975996  Cost test:  2501.9842471859865
Convergence Achieved at  3137.0  iteration
Cost Minima Found :  2426.411915975996
Betas : 
X0              50.915400
T1              14.514373
RH_1           107.184012
T2              51.290024
RH_2           -26.769808
T3              28.283545
RH_3            66.023806
T4               4.202032
RH_4            48.741698
T5              -5.829256
RH_5            12.517115
RH_6           -63.599637
T7              -8.030460
RH_7           -50.004085
T8              12.209429
RH_8          -107.811812
RH_9           -39.245345
T_out           80.359908
Press_mm_hg     73.482860
RH_out        -355.935002
Windspeed       58.198461
Tdewpoint        3.312146
dtype: float64
In [37]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_optimum['Iteration'],
                            y=graph_optimum['Cost_train'],
                            name='Train',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_optimum['Iteration'],
                            y=graph_optimum['Cost_test'],
                            name='Test',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration with Alpha= 1 and Criteria= 0.01 ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()

Experiment with Randomly picked variables(Experiment 3)

In [38]:
x_train_sampled=x_train.sample(10,axis=1,random_state=48)
In [39]:
x_test_sampled=x_test.sample(10,axis=1,random_state=48)
In [40]:
x_train_sampled.columns 
Out[40]:
Index(['T1', 'T5', 'T3', 'T4', 'RH_4', 'RH_7', 'Press_mm_hg', 'T2', 'RH_6',
       'RH_5'],
      dtype='object')
In [41]:
x_train_sampled.insert(0,'X0',1)
x_test_sampled.insert(0,'X0',1)
In [42]:
initial_params,params,graph_sampled=batch_gradient_descent_v3('lr',x_train_sampled,y_train,x_test_sampled,y_test,1,0.01,1000000)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  5942.962885197807  Cost test:  5950.597127651988
Iteration :  3  Cost train:  5748.671814453054  Cost test:  5887.37362235734
Iteration :  4  Cost train:  5565.360730585057  Cost test:  5576.738672772538
Iteration :  5  Cost train:  5392.4088823279035  Cost test:  5527.444986878336
Iteration :  6  Cost train:  5229.230613205154  Cost test:  5244.13920716433
Iteration :  7  Cost train:  5075.27337740875  Cost test:  5206.849568040618
Iteration :  8  Cost train:  4930.015867852118  Cost test:  4948.254147530766
Iteration :  9  Cost train:  4792.966250055819  Cost test:  4921.276721516269
Iteration :  10  Cost train:  4663.660495882788  Cost test:  4685.038890273218
Iteration :  11  Cost train:  4541.660811477061  Cost test:  4666.888815475088
Iteration :  12  Cost train:  4426.554154080981  Cost test:  4450.893839611524
Iteration :  13  Cost train:  4317.950832705559  Cost test:  4440.269293136768
Iteration :  14  Cost train:  4215.48318791367  Cost test:  4242.615477830107
Iteration :  15  Cost train:  4118.804346242755  Cost test:  4238.3764400029
Iteration :  16  Cost train:  4027.587045047886  Cost test:  4057.3528136517434
Iteration :  17  Cost train:  3941.5225237833943  Cost test:  4058.5022290757997
Iteration :  18  Cost train:  3860.319477967194  Cost test:  3892.568617703075
Iteration :  19  Cost train:  3783.7030722836225  Cost test:  3898.2356862222828
Iteration :  20  Cost train:  3711.414009481886  Cost test:  3746.00491898358
Iteration :  21  Cost train:  3643.2076519150846  Cost test:  3755.430279127319
Iteration :  22  Cost train:  3578.8531927439994  Cost test:  3615.6522940596938
Iteration :  23  Cost train:  3518.132873997811  Cost test:  3628.1748878375033
Iteration :  24  Cost train:  3460.841248842594  Cost test:  3499.7225321633296
Iteration :  25  Cost train:  3406.784485558201  Cost test:  3514.7679634526917
Iteration :  26  Cost train:  3355.7797108655304  Cost test:  3396.624305178721
Iteration :  27  Cost train:  3307.65439037962  Cost test:  3413.69452474999
Iteration :  28  Cost train:  3262.2457440892617  Cost test:  3304.9415122708638
Iteration :  29  Cost train:  3219.4001948833316  Cost test:  3323.6056809988845
Iteration :  30  Cost train:  3178.9728482551395  Cost test:  3223.414005200422
Iteration :  31  Cost train:  3140.8270014222308  Cost test:  3243.300403475251
Iteration :  32  Cost train:  3104.8336801987243  Cost test:  3150.9204326727418
Iteration :  33  Cost train:  3070.871202050978  Cost test:  3171.7092986670873
Iteration :  34  Cost train:  3038.8247638563653  Cost test:  3086.4629708216466
Iteration :  35  Cost train:  3008.586052968635  Cost test:  3107.8801633010985
Iteration :  36  Cost train:  2980.052880272009  Cost test:  3029.15373252282
Iteration :  37  Cost train:  2953.128833981011  Cost test:  3050.9651254740047
Iteration :  38  Cost train:  2927.7229530130676  Cost test:  2978.2026710132127
Iteration :  39  Cost train:  2903.749418827332  Cost test:  3000.2091976731804
Iteration :  40  Cost train:  2881.1272646857574  Cost test:  2932.9068135705584
Iteration :  41  Cost train:  2859.780101351388  Cost test:  2954.9400866101005
Iteration :  42  Cost train:  2839.635858294561  Cost test:  2892.6406790574993
Iteration :  43  Cost train:  2820.6265395303526  Cost test:  2914.5591218261293
Iteration :  44  Cost train:  2802.6879932599395  Cost test:  2856.8477492008847
Iteration :  45  Cost train:  2785.759694535608  Cost test:  2878.5331801942416
Iteration :  46  Cost train:  2769.784540212953  Cost test:  2825.032877777946
Iteration :  47  Cost train:  2754.7086554957286  Cost test:  2846.387496938868
Iteration :  48  Cost train:  2740.481211417877  Cost test:  2796.7555346104577
Iteration :  49  Cost train:  2727.054252644381  Cost test:  2817.6992658112654
Iteration :  50  Cost train:  2714.382535007598  Cost test:  2771.623792598705
Iteration :  51  Cost train:  2702.4233722286713  Cost test:  2792.0919417530695
Iteration :  52  Cost train:  2691.1364913046573  Cost test:  2749.2889761124925
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Iteration :  531  Cost train:  2486.1321500115046  Cost test:  2556.6187873092726
Iteration :  532  Cost train:  2486.11577630057  Cost test:  2556.5979703001613
Iteration :  533  Cost train:  2486.0994514552444  Cost test:  2556.5772626374924
Iteration :  534  Cost train:  2486.083175320665  Cost test:  2556.5565587839474
Iteration :  535  Cost train:  2486.0669477424617  Cost test:  2556.535960922552
Iteration :  536  Cost train:  2486.0507685667526  Cost test:  2556.5153694738096
Iteration :  537  Cost train:  2486.034637640143  Cost test:  2556.4948808357844
Iteration :  538  Cost train:  2486.0185548097265  Cost test:  2556.474401050048
Iteration :  539  Cost train:  2486.00251992308  Cost test:  2556.4540210567898
Iteration :  540  Cost train:  2485.986532828263  Cost test:  2556.43365220093
Iteration :  541  Cost train:  2485.9705933738173  Cost test:  2556.413380273375
Iteration :  542  Cost train:  2485.9547014087657  Cost test:  2556.3931216226415
Iteration :  543  Cost train:  2485.9388567826086  Cost test:  2556.3729571815
Iteration :  544  Cost train:  2485.9230593453226  Cost test:  2556.352808019251
Iteration :  545  Cost train:  2485.907308947362  Cost test:  2556.3327504852177
Iteration :  546  Cost train:  2485.8916054396527  Cost test:  2556.312710102661
Iteration :  547  Cost train:  2485.8759486735958  Cost test:  2556.292758896618
Iteration :  548  Cost train:  2485.8603385010615  Cost test:  2556.2728265925693
Iteration :  549  Cost train:  2485.8447747743894  Cost test:  2556.2529811357736
Iteration :  550  Cost train:  2485.8292573463896  Cost test:  2556.2331562164222
Iteration :  551  Cost train:  2485.813786070335  Cost test:  2556.213415930683
Iteration :  552  Cost train:  2485.7983607999668  Cost test:  2556.193697709374
Iteration :  553  Cost train:  2485.7829813894887  Cost test:  2556.1740620172172
Iteration :  554  Cost train:  2485.767647693566  Cost test:  2556.1544498142434
Iteration :  555  Cost train:  2485.7523595673256  Cost test:  2556.1349181390674
Iteration :  556  Cost train:  2485.737116866352  Cost test:  2556.1154112814697
Iteration :  557  Cost train:  2485.7219194466907  Cost test:  2556.0959830476895
Iteration :  558  Cost train:  2485.7067671648406  Cost test:  2556.0765808690694
Iteration :  559  Cost train:  2485.691659877756  Cost test:  2556.057255502253
Iteration :  560  Cost train:  2485.6765974428454  Cost test:  2556.0379573425944
Iteration :  561  Cost train:  2485.661579717969  Cost test:  2556.018734269589
Iteration :  562  Cost train:  2485.6466065614372  Cost test:  2555.9995394750895
Iteration :  563  Cost train:  2485.63167783201  Cost test:  2555.980418124138
Iteration :  564  Cost train:  2485.616793388895  Cost test:  2555.9613260470437
Iteration :  565  Cost train:  2485.6019530917456  Cost test:  2555.942305847899
Iteration :  566  Cost train:  2485.5871568006605  Cost test:  2555.9233158463576
Iteration :  567  Cost train:  2485.5724043761825  Cost test:  2555.9043962303817
Iteration :  568  Cost train:  2485.557695679295  Cost test:  2555.8855076682908
Iteration :  569  Cost train:  2485.543030571424  Cost test:  2555.8666880685532
Iteration :  570  Cost train:  2485.528408914432  Cost test:  2555.8479003154252
Iteration :  571  Cost train:  2485.5138305706228  Cost test:  2555.8291801667906
Iteration :  572  Cost train:  2485.4992954027334  Cost test:  2555.8104925976177
Iteration :  573  Cost train:  2485.4848032739383  Cost test:  2555.791871336831
Iteration :  574  Cost train:  2485.470354047844  Cost test:  2555.7732833319633
Iteration :  575  Cost train:  2485.4559475884907  Cost test:  2555.754760397724
Iteration :  576  Cost train:  2485.441583760349  Cost test:  2555.7362713427474
Iteration :  577  Cost train:  2485.427262428319  Cost test:  2555.7178461757853
Iteration :  578  Cost train:  2485.4129834577293  Cost test:  2555.6994554614053
Iteration :  579  Cost train:  2485.398746714335  Cost test:  2555.6811275045447
Iteration :  580  Cost train:  2485.384552064317  Cost test:  2555.662834526482
Iteration :  581  Cost train:  2485.370399374281  Cost test:  2555.6446032247036
Iteration :  582  Cost train:  2485.3562885112538  Cost test:  2555.6264073835873
Iteration :  583  Cost train:  2485.342219342686  Cost test:  2555.6082721840853
Iteration :  584  Cost train:  2485.328191736446  Cost test:  2555.590172885355
Iteration :  585  Cost train:  2485.3142055608228  Cost test:  2555.5721332375906
Iteration :  586  Cost train:  2485.3002606845234  Cost test:  2555.554129891401
Iteration :  587  Cost train:  2485.286356976668  Cost test:  2555.5361852471506
Iteration :  588  Cost train:  2485.2724943067947  Cost test:  2555.518277268283
Iteration :  589  Cost train:  2485.2586725448537  Cost test:  2555.5004270816835
Iteration :  590  Cost train:  2485.2448915612076  Cost test:  2555.482613889456
Iteration :  591  Cost train:  2485.23115122663  Cost test:  2555.4648576170453
Iteration :  592  Cost train:  2485.217451412305  Cost test:  2555.4471386352343
Iteration :  593  Cost train:  2485.2037919898235  Cost test:  2555.42947573599
Iteration :  594  Cost train:  2485.190172831184  Cost test:  2555.411850392749
Iteration :  595  Cost train:  2485.176593808792  Cost test:  2555.3942803281207
Iteration :  596  Cost train:  2485.163054795455  Cost test:  2555.3767480559063
Iteration :  597  Cost train:  2485.149555664386  Cost test:  2555.359270289851
Iteration :  598  Cost train:  2485.1360962891986  Cost test:  2555.3418305253476
Iteration :  599  Cost train:  2485.1226765439073  Cost test:  2555.3244445243554
Iteration :  600  Cost train:  2485.109296302926  Cost test:  2555.307096708409
Iteration :  601  Cost train:  2485.095955441067  Cost test:  2555.2898019415297
Iteration :  602  Cost train:  2485.0826538335386  Cost test:  2555.2725455190807
Iteration :  603  Cost train:  2485.0693913559458  Cost test:  2555.255341457949
Iteration :  604  Cost train:  2485.056167884288  Cost test:  2555.238175877967
Iteration :  605  Cost train:  2485.042983294955  Cost test:  2555.221061996821
Iteration :  606  Cost train:  2485.0298374647314  Cost test:  2555.2039867122458
Iteration :  607  Cost train:  2485.016730270792  Cost test:  2555.1869624879464
Iteration :  608  Cost train:  2485.0036615906997  Cost test:  2555.1699769556276
Iteration :  609  Cost train:  2484.9906313024057  Cost test:  2555.1530418676784
Iteration :  610  Cost train:  2484.9776392842496  Cost test:  2555.1361455483197
Iteration :  611  Cost train:  2484.9646854149546  Cost test:  2555.119299078878
Iteration :  612  Cost train:  2484.9517695736295  Cost test:  2555.102491436982
Iteration :  613  Cost train:  2484.9388916397666  Cost test:  2555.0857330708745
Iteration :  614  Cost train:  2484.926051493239  Cost test:  2555.069013574692
Iteration :  615  Cost train:  2484.9132490143015  Cost test:  2555.0523427994235
Iteration :  616  Cost train:  2484.9004840835883  Cost test:  2555.035710920902
Iteration :  617  Cost train:  2484.8877565821117  Cost test:  2555.0191272266666
Iteration :  618  Cost train:  2484.8750663912615  Cost test:  2555.0025824414033
Iteration :  619  Cost train:  2484.8624133928033  Cost test:  2554.9860853210926
Iteration :  620  Cost train:  2484.849797468878  Cost test:  2554.969627108285
Iteration :  621  Cost train:  2484.8372185019984  Cost test:  2554.9532160574936
Iteration :  622  Cost train:  2484.8246763750526  Cost test:  2554.9368438998977
Iteration :  623  Cost train:  2484.8121709712964  Cost test:  2554.92051841693
Iteration :  624  Cost train:  2484.7997021743595  Cost test:  2554.904231800814
Iteration :  625  Cost train:  2484.7872698682368  Cost test:  2554.887991386687
Iteration :  626  Cost train:  2484.7748739372937  Cost test:  2554.8717898017912
Iteration :  627  Cost train:  2484.7625142662605  Cost test:  2554.8556339602374
Iteration :  628  Cost train:  2484.750190740234  Cost test:  2554.839516899732
Iteration :  629  Cost train:  2484.7379032446734  Cost test:  2554.8234451372005
Iteration :  630  Cost train:  2484.7256516654043  Cost test:  2554.8074120976494
Iteration :  631  Cost train:  2484.71343588861  Cost test:  2554.791423923308
Iteration :  632  Cost train:  2484.7012558008387  Cost test:  2554.775474404626
Iteration :  633  Cost train:  2484.689111288995  Cost test:  2554.759569330359
Iteration :  634  Cost train:  2484.677002240343  Cost test:  2554.7437028357795
Iteration :  635  Cost train:  2484.6649285425055  Cost test:  2554.727880376189
Iteration :  636  Cost train:  2484.65289008346  Cost test:  2554.712096412225
Iteration :  637  Cost train:  2484.6408867515393  Cost test:  2554.696356084625
Iteration :  638  Cost train:  2484.6289184354305  Cost test:  2554.6806541610376
Iteration :  639  Cost train:  2484.6169850241736  Cost test:  2554.6649954854543
Iteration :  640  Cost train:  2484.6050864071603  Cost test:  2554.6493751152157
Iteration :  641  Cost train:  2484.5932224741323  Cost test:  2554.6337976143823
Iteration :  642  Cost train:  2484.581393115182  Cost test:  2554.6182583136447
Iteration :  643  Cost train:  2484.5695982207485  Cost test:  2554.602761512997
Iteration :  644  Cost train:  2484.5578376816197  Cost test:  2554.5873028010633
Iteration :  645  Cost train:  2484.546111388929  Cost test:  2554.571886228733
Iteration :  646  Cost train:  2484.5344192341554  Cost test:  2554.5565076280222
Iteration :  647  Cost train:  2484.5227611091213  Cost test:  2554.541170814835
Iteration :  648  Cost train:  2484.5111369059923  Cost test:  2554.5258718508535
Iteration :  649  Cost train:  2484.499546517275  Cost test:  2554.5106143303187
Iteration :  650  Cost train:  2484.4879898358195  Cost test:  2554.495394531633
Iteration :  651  Cost train:  2484.476466754811  Cost test:  2554.480215839939
Iteration :  652  Cost train:  2484.4649771677773  Cost test:  2554.465074738144
Iteration :  653  Cost train:  2484.453520968582  Cost test:  2554.44997441415
Iteration :  654  Cost train:  2484.4420980514255  Cost test:  2554.434911543843
Iteration :  655  Cost train:  2484.430708310843  Cost test:  2554.4198891290716
Iteration :  656  Cost train:  2484.4193516417045  Cost test:  2554.4049040278264
Iteration :  657  Cost train:  2484.408027939213  Cost test:  2554.3899590664546
Iteration :  658  Cost train:  2484.396737098905  Cost test:  2554.375051274792
Iteration :  659  Cost train:  2484.3854790166456  Cost test:  2554.3601833136427
Iteration :  660  Cost train:  2484.374253588632  Cost test:  2554.345352375008
Iteration :  661  Cost train:  2484.3630607113905  Cost test:  2554.3305609635413
Iteration :  662  Cost train:  2484.351900281773  Cost test:  2554.3158064242775
Iteration :  663  Cost train:  2484.340772196961  Cost test:  2554.3010911145807
Iteration :  664  Cost train:  2484.329676354462  Cost test:  2554.2864125239025
Iteration :  665  Cost train:  2484.3186126521064  Cost test:  2554.2717728706807
Iteration :  666  Cost train:  2484.3075809880497  Cost test:  2554.2571697806525
Iteration :  667  Cost train:  2484.2965812607695  Cost test:  2554.2426053412187
Iteration :  668  Cost train:  2484.2856133690657  Cost test:  2554.2280773067314
Iteration :  669  Cost train:  2484.2746772120595  Cost test:  2554.213587640994
Iteration :  670  Cost train:  2484.2637726891917  Cost test:  2554.1991342197393
Iteration :  671  Cost train:  2484.25289970022  Cost test:  2554.184718890195
Iteration :  672  Cost train:  2484.2420581452234  Cost test:  2554.170339642645
Iteration :  673  Cost train:  2484.231247924594  Cost test:  2554.155998214365
Iteration :  674  Cost train:  2484.2204689390414  Cost test:  2554.141692703749
Iteration :  675  Cost train:  2484.2097210895904  Cost test:  2554.12742474437
Iteration :  676  Cost train:  2484.1990042775788  Cost test:  2554.1131925366512
Iteration :  677  Cost train:  2484.1883184046574  Cost test:  2554.098997616362
Iteration :  678  Cost train:  2484.1776633727873  Cost test:  2554.08483828022
Iteration :  679  Cost train:  2484.167039084243  Cost test:  2554.070715971751
Iteration :  680  Cost train:  2484.156445441607  Cost test:  2554.056629078558
Iteration :  681  Cost train:  2484.1458823477715  Cost test:  2554.042578957169
Iteration :  682  Cost train:  2484.135349705935  Cost test:  2554.0285640809693
Iteration :  683  Cost train:  2484.124847419605  Cost test:  2554.01458572444
Iteration :  684  Cost train:  2484.114375392593  Cost test:  2554.0006424419294
Iteration :  685  Cost train:  2484.103933529017  Cost test:  2553.9867354305443
Iteration :  686  Cost train:  2484.093521733297  Cost test:  2553.9728633210507
Iteration :  687  Cost train:  2484.0831399101576  Cost test:  2553.9590272375885
Iteration :  688  Cost train:  2484.072787964625  Cost test:  2553.945225883054
Iteration :  689  Cost train:  2484.0624658020265  Cost test:  2553.9314603127746
Iteration :  690  Cost train:  2484.052173327989  Cost test:  2553.917729297733
Iteration :  691  Cost train:  2484.041910448439  Cost test:  2553.904033828367
Iteration :  692  Cost train:  2484.0316770696  Cost test:  2553.8903727399256
Iteration :  693  Cost train:  2484.021473097996  Cost test:  2553.87674696166
Iteration :  694  Cost train:  2484.011298440443  Cost test:  2553.8631553894834
Iteration :  695  Cost train:  2484.0011530040565  Cost test:  2553.849598894949
Iteration :  696  Cost train:  2483.991036696243  Cost test:  2553.8360764312374
Iteration :  697  Cost train:  2483.980949424704  Cost test:  2553.822588815498
Iteration :  698  Cost train:  2483.970891097434  Cost test:  2553.809135054971
Iteration :  699  Cost train:  2483.9608616227183  Cost test:  2553.7957159155076
Iteration :  700  Cost train:  2483.950860909134  Cost test:  2553.782330455386
Iteration :  701  Cost train:  2483.940888865546  Cost test:  2553.768979392088
Convergence Achieved at  701.0  iteration
Cost Minima Found :  2483.940888865546
Betas : 
X0              37.906850
T1               7.003366
T5               2.273038
T3              10.306242
T4               5.863749
RH_4             6.879274
RH_7           -17.691637
Press_mm_hg     56.485115
T2              17.272358
RH_6          -116.389204
RH_5            -2.478357
dtype: float64
In [43]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_optimum['Iteration'],
                            y=graph_optimum['Cost_train'],
                            name='Train_optimum',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_optimum['Iteration'],
                            y=graph_optimum['Cost_test'],
                            name='Test_optimum',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_sampled['Iteration'],
                            y=graph_sampled['Cost_train'],
                            name='Test_sampled',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_sampled['Iteration'],
                            y=graph_sampled['Cost_test'],
                            name='Test_sampled',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()

Picking 10 best features(Experiment 4)

In [54]:
x_train_pick=x_train[['Windspeed','RH_out','RH_6','RH_8','RH_1','T1','T3','RH_3','T5','T_out']]
x_test_pick=x_test[['Windspeed','RH_out','RH_6','RH_8','RH_1','T1','T3','RH_3','T5','T_out']]
In [55]:
x_train_pick.insert(0,'X0',1)
x_test_pick.insert(0,'X0',1)
In [56]:
initial_params,params,graph_pick=batch_gradient_descent_v3('lr',x_train_pick,y_train,x_test_pick,y_test,1,0.01,1000000)
Iteration :  1  Cost train:  6148.891891891892  Cost test:  6291.477477477478
Iteration :  2  Cost train:  2514.9881917654106  Cost test:  2587.47364683478
Iteration :  3  Cost train:  2512.2733484705627  Cost test:  2586.6098905379736
Iteration :  4  Cost train:  2512.1172778129767  Cost test:  2586.3954437162292
Iteration :  5  Cost train:  2511.963477665531  Cost test:  2586.2339750847477
Iteration :  6  Cost train:  2511.810145278055  Cost test:  2586.0716521181425
Iteration :  7  Cost train:  2511.657277783599  Cost test:  2585.909852941466
Iteration :  8  Cost train:  2511.5048735888195  Cost test:  2585.748539253431
Iteration :  9  Cost train:  2511.352931106777  Cost test:  2585.5877103897706
Iteration :  10  Cost train:  2511.201448756023  Cost test:  2585.4273646929887
Iteration :  11  Cost train:  2511.0504249605815  Cost test:  2585.2675005376923
Iteration :  12  Cost train:  2510.899858149929  Cost test:  2585.1081163033573
Iteration :  13  Cost train:  2510.749746758975  Cost test:  2584.9492103750295
Iteration :  14  Cost train:  2510.600089228045  Cost test:  2584.7907811432865
Iteration :  15  Cost train:  2510.4508840028598  Cost test:  2584.6328270042227
Iteration :  16  Cost train:  2510.3021295345193  Cost test:  2584.4753463594257
Iteration :  17  Cost train:  2510.1538242794804  Cost test:  2584.3183376159586
Iteration :  18  Cost train:  2510.005966699542  Cost test:  2584.161799186343
Iteration :  19  Cost train:  2509.8585552618247  Cost test:  2584.0057294885396
Iteration :  20  Cost train:  2509.7115884387517  Cost test:  2583.8501269459275
Iteration :  21  Cost train:  2509.5650647080324  Cost test:  2583.694989987286
Iteration :  22  Cost train:  2509.4189825526423  Cost test:  2583.5403170467794
Iteration :  23  Cost train:  2509.273340460806  Cost test:  2583.386106563934
Iteration :  24  Cost train:  2509.128136925978  Cost test:  2583.2323569836226
Iteration :  25  Cost train:  2508.9833704468256  Cost test:  2583.079066756044
Iteration :  26  Cost train:  2508.8390395272095  Cost test:  2582.9262343367063
Iteration :  27  Cost train:  2508.695142676168  Cost test:  2582.773858186408
Iteration :  28  Cost train:  2508.5516784078964  Cost test:  2582.621936771219
Iteration :  29  Cost train:  2508.4086452417314  Cost test:  2582.4704685624647
Iteration :  30  Cost train:  2508.2660417021316  Cost test:  2582.319452036705
Iteration :  31  Cost train:  2508.1238663186623  Cost test:  2582.1688856757182
Iteration :  32  Cost train:  2507.9821176259734  Cost test:  2582.0187679664823
Iteration :  33  Cost train:  2507.840794163786  Cost test:  2581.869097401157
Iteration :  34  Cost train:  2507.6998944768734  Cost test:  2581.7198724770665
Iteration :  35  Cost train:  2507.5594171150424  Cost test:  2581.571091696682
Iteration :  36  Cost train:  2507.4193606331187  Cost test:  2581.422753567601
Iteration :  37  Cost train:  2507.279723590926  Cost test:  2581.274856602535
Iteration :  38  Cost train:  2507.140504553271  Cost test:  2581.1273993192863
Iteration :  39  Cost train:  2507.0017020899268  Cost test:  2580.980380240734
Iteration :  40  Cost train:  2506.8633147756127  Cost test:  2580.8337978948157
Iteration :  41  Cost train:  2506.72534118998  Cost test:  2580.6876508145097
Iteration :  42  Cost train:  2506.5877799175933  Cost test:  2580.541937537817
Iteration :  43  Cost train:  2506.450629547915  Cost test:  2580.396656607745
Iteration :  44  Cost train:  2506.313888675286  Cost test:  2580.2518065722925
Iteration :  45  Cost train:  2506.1775558989093  Cost test:  2580.1073859844264
Iteration :  46  Cost train:  2506.0416298228374  Cost test:  2579.96339340207
Iteration :  47  Cost train:  2505.9061090559485  Cost test:  2579.8198273880844
Iteration :  48  Cost train:  2505.7709922119366  Cost test:  2579.676686510251
Iteration :  49  Cost train:  2505.6362779092888  Cost test:  2579.533969341254
Iteration :  50  Cost train:  2505.5019647712725  Cost test:  2579.391674458666
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Iteration :  2015  Cost train:  2441.3606716106965  Cost test:  2514.649507700673
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Iteration :  2018  Cost train:  2441.3233565871483  Cost test:  2514.61795858301
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Iteration :  2020  Cost train:  2441.298497199001  Cost test:  2514.596944159937
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Iteration :  2879  Cost train:  2431.7230437181465  Cost test:  2506.6818828618616
Iteration :  2880  Cost train:  2431.7130275225663  Cost test:  2506.6737576292935
Iteration :  2881  Cost train:  2431.703013687273  Cost test:  2506.6656345807364
Iteration :  2882  Cost train:  2431.6930022114934  Cost test:  2506.6575137152495
Iteration :  2883  Cost train:  2431.68299309445  Cost test:  2506.649395031892
Iteration :  2884  Cost train:  2431.6729863353703  Cost test:  2506.6412785297234
Iteration :  2885  Cost train:  2431.6629819334785  Cost test:  2506.6331642078057
Iteration :  2886  Cost train:  2431.652979888001  Cost test:  2506.625052065201
Iteration :  2887  Cost train:  2431.6429801981662  Cost test:  2506.6169421009713
Convergence Achieved at  2887.0  iteration
Cost Minima Found :  2431.6429801981662
Betas : 
X0           121.900462
Windspeed     54.107620
RH_out      -340.961600
RH_6         -81.792445
RH_8        -102.837000
RH_1          97.984207
T1            15.644724
T3            27.950460
RH_3          60.718031
T5            -3.615201
T_out         75.325509
dtype: float64
In [49]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_pick['Iteration'],
                            y=graph_pick['Cost_train'],
                            name='Train_pick',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_pick['Iteration'],
                            y=graph_pick['Cost_test'],
                            name='Test_pick',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()

Logistic Regression with Initial input parameters

In [68]:
data= pd.read_csv("energydata_complete.csv")
data.drop(['date','lights','T9','T6','Visibility','rv1','rv2'],axis=1,inplace=True)
In [110]:
x=data.iloc[:,1:]
y=data.iloc[:,0]
In [70]:
from sklearn.preprocessing import StandardScaler
In [71]:
scaler = StandardScaler()
x_scaled = scaler.fit_transform(x)
x_scaled
Out[71]:
array([[-1.11864475,  1.84382063, -0.52041138, ...,  0.82208042,
         1.20769354,  0.3669753 ],
       [-1.11864475,  1.61680671, -0.52041138, ...,  0.82208042,
         1.07170342,  0.34313479],
       [-1.11864475,  1.51795932, -0.52041138, ...,  0.82208042,
         0.93571331,  0.31929428],
       ...,
       [ 2.37445166,  1.59251371,  2.41110339, ..., -1.57154154,
        -0.15220764,  2.26626907],
       [ 2.37445166,  1.6913611 ,  2.31325594, ..., -1.54917124,
        -0.08421258,  2.25832223],
       [ 2.37445166,  1.5933514 ,  2.24498422, ..., -1.52680094,
        -0.01621752,  2.2503754 ]])
In [72]:
x_scaled=np.concatenate((np.ones((x_scaled.shape[0], 1)), x_scaled), axis=1)
In [73]:
y=y.apply(lambda x: 1 if x>60 else 0)
y=np.array(y)
In [74]:
x_train, x_test, y_train, y_test = train_test_split(x_scaled, y, test_size=0.3,random_state=85)
In [240]:
#x_train=np.array(x_train)
#x_test=np.array(x_test)
#y_train=np.array(y_train)
#y_test=np.array(y_test)
In [100]:
x_test
Out[100]:
array([[ 1.        , -0.7616557 , -0.67846317, ...,  1.090524  ,
        -0.83215823, -0.55088425],
       [ 1.        , -1.25770444, -0.77814824, ..., -0.00562063,
        -0.01621752, -1.47669063],
       [ 1.        ,  1.06064891, -0.96997919, ...,  0.59837743,
        -0.42418787,  0.34313479],
       ...,
       [ 1.        ,  1.06064891, -0.62066257, ..., -1.41494944,
        -0.96814834,  0.16035756],
       [ 1.        ,  0.81781333,  0.57974682, ..., -1.45969004,
        -0.42418787,  0.74842342],
       [ 1.        ,  1.17065135,  1.85973674, ..., -0.18458302,
        -0.83215823,  1.34443611]])
In [75]:
def y_hat_sigmoid(x,betas):
    z = np.dot(x, betas)
    return 1 / (1 + np.exp(-z))
In [76]:
def cost_sigmoid(x,y,betas):
    y_hat = y_hat_sigmoid(x,betas)
    return (-y * np.log(y_hat) - (1 - y) * np.log(1 - y_hat)).mean()    
In [96]:
def batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,alpha,max_runs):
    betas=np.zeros(x_train.shape[1])
    initial_beta=betas
    
    graph=np.empty([0,5])
    
    for i in range(max_runs):
            ## Training Cost Calculation
            cost_train=cost_sigmoid(x_train,y_train,betas)
            
            ## Test Cost Calculation
            cost_test=cost_sigmoid(x_test,y_test,betas)
            
            ## Accuracy test
            y_test_pred= y_hat_sigmoid(x_test, betas) >=0.5
            Acc=(y_test_pred == y_test).mean()
                                  
            ## Update Rule
            y_hat=y_hat_sigmoid(x_train,betas)
            gradient = np.dot(x_train.T, (y_hat - y_train)) / y_train.size
            betas -= alpha * gradient
                        
            if i%1000 ==0:
                print("Iteration : ",i," Cost train: ",cost_train)
                #### Appending data graph variable
                graph=np.vstack([graph,[i,alpha,cost_test,cost_train,Acc]])
    return initial_beta,betas,graph   
In [97]:
initial_params,params,graph=batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,0.01,300000)
Iteration :  0  Cost train:  0.6931471805599453
Iteration :  1000  Cost train:  0.5754121195612154
Iteration :  2000  Cost train:  0.5562130094304001
Iteration :  3000  Cost train:  0.5480208386737477
Iteration :  4000  Cost train:  0.5436845624290622
Iteration :  5000  Cost train:  0.5410109657027355
Iteration :  6000  Cost train:  0.5391621631580232
Iteration :  7000  Cost train:  0.537773445871137
Iteration :  8000  Cost train:  0.5366692204402282
Iteration :  9000  Cost train:  0.5357570839878492
Iteration :  10000  Cost train:  0.5349841644579463
Iteration :  11000  Cost train:  0.5343177132974286
Iteration :  12000  Cost train:  0.5337359271965817
Iteration :  13000  Cost train:  0.5332233613981848
Iteration :  14000  Cost train:  0.5327685134314385
Iteration :  15000  Cost train:  0.5323624807791085
Iteration :  16000  Cost train:  0.5319981733059294
Iteration :  17000  Cost train:  0.5316698248313447
Iteration :  18000  Cost train:  0.5313726733546555
Iteration :  19000  Cost train:  0.5311027409165684
Iteration :  20000  Cost train:  0.5308566752448306
Iteration :  21000  Cost train:  0.5306316316096306
Iteration :  22000  Cost train:  0.5304251820772125
Iteration :  23000  Cost train:  0.5302352442188494
Iteration :  24000  Cost train:  0.5300600241309265
Iteration :  25000  Cost train:  0.529897970290687
Iteration :  26000  Cost train:  0.5297477358067607
Iteration :  27000  Cost train:  0.5296081472910674
Iteration :  28000  Cost train:  0.5294781790264811
Iteration :  29000  Cost train:  0.5293569314162312
Iteration :  30000  Cost train:  0.5292436129249674
Iteration :  31000  Cost train:  0.5291375248869222
Iteration :  32000  Cost train:  0.5290380486817453
Iteration :  33000  Cost train:  0.5289446348749788
Iteration :  34000  Cost train:  0.5288567939955213
Iteration :  35000  Cost train:  0.5287740886820582
Iteration :  36000  Cost train:  0.5286961269780812
Iteration :  37000  Cost train:  0.5286225565934797
Iteration :  38000  Cost train:  0.5285530599817789
Iteration :  39000  Cost train:  0.5284873501074315
Iteration :  40000  Cost train:  0.528425166798322
Iteration :  41000  Cost train:  0.528366273595704
Iteration :  42000  Cost train:  0.5283104550278763
Iteration :  43000  Cost train:  0.5282575142455728
Iteration :  44000  Cost train:  0.5282072709667328
Iteration :  45000  Cost train:  0.5281595596864062
Iteration :  46000  Cost train:  0.5281142281142952
Iteration :  47000  Cost train:  0.528071135808097
Iteration :  48000  Cost train:  0.5280301529755634
Iteration :  49000  Cost train:  0.527991159422194
Iteration :  50000  Cost train:  0.5279540436248545
Iteration :  51000  Cost train:  0.5279187019144695
Iteration :  52000  Cost train:  0.5278850377533494
Iteration :  53000  Cost train:  0.5278529610947663
Iteration :  54000  Cost train:  0.5278223878141375
Iteration :  55000  Cost train:  0.5277932392026563
Iteration :  56000  Cost train:  0.5277654415154801
Iteration :  57000  Cost train:  0.5277389255676607
Iteration :  58000  Cost train:  0.5277136263719348
Iteration :  59000  Cost train:  0.5276894828132778
Iteration :  60000  Cost train:  0.5276664373558059
Iteration :  61000  Cost train:  0.5276444357781969
Iteration :  62000  Cost train:  0.5276234269342986
Iteration :  63000  Cost train:  0.5276033625360276
Iteration :  64000  Cost train:  0.5275841969560331
Iteration :  65000  Cost train:  0.5275658870479236
Iteration :  66000  Cost train:  0.5275483919821272
Iteration :  67000  Cost train:  0.5275316730957026
Iteration :  68000  Cost train:  0.5275156937546204
Iteration :  69000  Cost train:  0.5275004192272197
Iteration :  70000  Cost train:  0.5274858165676961
Iteration :  71000  Cost train:  0.5274718545086182
Iteration :  72000  Cost train:  0.5274585033615852
Iteration :  73000  Cost train:  0.5274457349252407
Iteration :  74000  Cost train:  0.5274335223999514
Iteration :  75000  Cost train:  0.5274218403085339
Iteration :  76000  Cost train:  0.5274106644224815
Iteration :  77000  Cost train:  0.5273999716932076
Iteration :  78000  Cost train:  0.5273897401878687
Iteration :  79000  Cost train:  0.5273799490293808
Iteration :  80000  Cost train:  0.5273705783402811
Iteration :  81000  Cost train:  0.5273616091901238
Iteration :  82000  Cost train:  0.5273530235461291
Iteration :  83000  Cost train:  0.5273448042268349
Iteration :  84000  Cost train:  0.5273369348585206
Iteration :  85000  Cost train:  0.5273293998342005
Iteration :  86000  Cost train:  0.5273221842749957
Iteration :  87000  Cost train:  0.5273152739937199
Iteration :  88000  Cost train:  0.5273086554605204
Iteration :  89000  Cost train:  0.5273023157704361
Iteration :  90000  Cost train:  0.5272962426127421
Iteration :  91000  Cost train:  0.5272904242419661
Iteration :  92000  Cost train:  0.5272848494504642
Iteration :  93000  Cost train:  0.5272795075424616
Iteration :  94000  Cost train:  0.5272743883094624
Iteration :  95000  Cost train:  0.5272694820069475
Iteration :  96000  Cost train:  0.5272647793322817
Iteration :  97000  Cost train:  0.5272602714037563
Iteration :  98000  Cost train:  0.5272559497407037
Iteration :  99000  Cost train:  0.5272518062446182
Iteration :  100000  Cost train:  0.5272478331812288
Iteration :  101000  Cost train:  0.5272440231634679
Iteration :  102000  Cost train:  0.5272403691352857
Iteration :  103000  Cost train:  0.5272368643562675
Iteration :  104000  Cost train:  0.5272335023870034
Iteration :  105000  Cost train:  0.5272302770751761
Iteration :  106000  Cost train:  0.5272271825423247
Iteration :  107000  Cost train:  0.5272242131712493
Iteration :  108000  Cost train:  0.5272213635940237
Iteration :  109000  Cost train:  0.5272186286805831
Iteration :  110000  Cost train:  0.5272160035278581
Iteration :  111000  Cost train:  0.5272134834494263
Iteration :  112000  Cost train:  0.5272110639656554
Iteration :  113000  Cost train:  0.5272087407943126
Iteration :  114000  Cost train:  0.5272065098416168
Iteration :  115000  Cost train:  0.5272043671937126
Iteration :  116000  Cost train:  0.527202309108542
Iteration :  117000  Cost train:  0.527200332008099
Iteration :  118000  Cost train:  0.5271984324710421
Iteration :  119000  Cost train:  0.5271966072256534
Iteration :  120000  Cost train:  0.5271948531431221
Iteration :  121000  Cost train:  0.5271931672311405
Iteration :  122000  Cost train:  0.5271915466277947
Iteration :  123000  Cost train:  0.5271899885957372
Iteration :  124000  Cost train:  0.5271884905166278
Iteration :  125000  Cost train:  0.5271870498858287
Iteration :  126000  Cost train:  0.5271856643073437
Iteration :  127000  Cost train:  0.527184331488988
Iteration :  128000  Cost train:  0.5271830492377787
Iteration :  129000  Cost train:  0.5271818154555349
Iteration :  130000  Cost train:  0.5271806281346787
Iteration :  131000  Cost train:  0.5271794853542261
Iteration :  132000  Cost train:  0.5271783852759598
Iteration :  133000  Cost train:  0.5271773261407754
Iteration :  134000  Cost train:  0.5271763062651924
Iteration :  135000  Cost train:  0.5271753240380231
Iteration :  136000  Cost train:  0.5271743779171915
Iteration :  137000  Cost train:  0.5271734664266942
Iteration :  138000  Cost train:  0.5271725881537002
Iteration :  139000  Cost train:  0.5271717417457781
Iteration :  140000  Cost train:  0.5271709259082503
Iteration :  141000  Cost train:  0.5271701394016636
Iteration :  142000  Cost train:  0.5271693810393733
Iteration :  143000  Cost train:  0.5271686496852359
Iteration :  144000  Cost train:  0.5271679442514048
Iteration :  145000  Cost train:  0.5271672636962222
Iteration :  146000  Cost train:  0.5271666070222081
Iteration :  147000  Cost train:  0.5271659732741355
Iteration :  148000  Cost train:  0.5271653615371932
Iteration :  149000  Cost train:  0.5271647709352291
Iteration :  150000  Cost train:  0.5271642006290719
Iteration :  151000  Cost train:  0.5271636498149266
Iteration :  152000  Cost train:  0.5271631177228411
Iteration :  153000  Cost train:  0.5271626036152409
Iteration :  154000  Cost train:  0.527162106785528
Iteration :  155000  Cost train:  0.5271616265567419
Iteration :  156000  Cost train:  0.5271611622802794
Iteration :  157000  Cost train:  0.5271607133346712
Iteration :  158000  Cost train:  0.527160279124411
Iteration :  159000  Cost train:  0.5271598590788383
Iteration :  160000  Cost train:  0.5271594526510679
Iteration :  161000  Cost train:  0.527159059316968
Iteration :  162000  Cost train:  0.5271586785741817
Iteration :  163000  Cost train:  0.5271583099411936
Iteration :  164000  Cost train:  0.5271579529564338
Iteration :  165000  Cost train:  0.5271576071774251
Iteration :  166000  Cost train:  0.5271572721799634
Iteration :  167000  Cost train:  0.5271569475573378
Iteration :  168000  Cost train:  0.5271566329195811
Iteration :  169000  Cost train:  0.5271563278927559
Iteration :  170000  Cost train:  0.5271560321182697
Iteration :  171000  Cost train:  0.5271557452522213
Iteration :  172000  Cost train:  0.5271554669647744
Iteration :  173000  Cost train:  0.5271551969395595
Iteration :  174000  Cost train:  0.5271549348731007
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Iteration :  180000  Cost train:  0.5271535141050459
Iteration :  181000  Cost train:  0.5271533002263864
Iteration :  182000  Cost train:  0.527153092281858
Iteration :  183000  Cost train:  0.5271528900620219
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Iteration :  190000  Cost train:  0.5271516188934648
Iteration :  191000  Cost train:  0.527151455865339
Iteration :  192000  Cost train:  0.5271512970143106
Iteration :  193000  Cost train:  0.5271511422004682
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Iteration :  202000  Cost train:  0.5271499099933373
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Iteration :  221000  Cost train:  0.5271480177293384
Iteration :  222000  Cost train:  0.5271479378942318
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Iteration :  272000  Cost train:  0.5271453565313715
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Iteration :  276000  Cost train:  0.5271452290613895
Iteration :  277000  Cost train:  0.5271451984108984
Iteration :  278000  Cost train:  0.5271451682296169
Iteration :  279000  Cost train:  0.5271451385091154
Iteration :  280000  Cost train:  0.5271451092411635
Iteration :  281000  Cost train:  0.5271450804177241
Iteration :  282000  Cost train:  0.527145052030946
Iteration :  283000  Cost train:  0.5271450240731592
Iteration :  284000  Cost train:  0.5271449965368694
Iteration :  285000  Cost train:  0.527144969414752
Iteration :  286000  Cost train:  0.5271449426996471
Iteration :  287000  Cost train:  0.5271449163845551
Iteration :  288000  Cost train:  0.5271448904626311
Iteration :  289000  Cost train:  0.5271448649271806
Iteration :  290000  Cost train:  0.5271448397716554
Iteration :  291000  Cost train:  0.5271448149896487
Iteration :  292000  Cost train:  0.5271447905748915
Iteration :  293000  Cost train:  0.5271447665212483
Iteration :  294000  Cost train:  0.5271447428227131
Iteration :  295000  Cost train:  0.5271447194734066
Iteration :  296000  Cost train:  0.5271446964675712
Iteration :  297000  Cost train:  0.5271446737995689
Iteration :  298000  Cost train:  0.5271446514638773
Iteration :  299000  Cost train:  0.5271446294550864
In [104]:
graph_df=pd.DataFrame(graph,columns=['Iteration','Alpha','Cost_test','Cost_train','Accuracy'])
In [117]:
graph_df
Out[117]:
Iteration Alpha Cost_test Cost_train Accuracy
0 0.0 0.01 0.693147 0.693147 0.463266
1 1000.0 0.01 0.576896 0.575412 0.720655
2 2000.0 0.01 0.560245 0.556213 0.726566
3 3000.0 0.01 0.553517 0.548021 0.728593
4 4000.0 0.01 0.550086 0.543685 0.732984
5 5000.0 0.01 0.547987 0.541011 0.734167
6 6000.0 0.01 0.546506 0.539162 0.736362
7 7000.0 0.01 0.545350 0.537773 0.737207
8 8000.0 0.01 0.544389 0.536669 0.737882
9 9000.0 0.01 0.543562 0.535757 0.738558
10 10000.0 0.01 0.542833 0.534984 0.739740
11 11000.0 0.01 0.542184 0.534318 0.739909
12 12000.0 0.01 0.541602 0.533736 0.740247
13 13000.0 0.01 0.541077 0.533223 0.740922
14 14000.0 0.01 0.540602 0.532769 0.741767
15 15000.0 0.01 0.540172 0.532362 0.743287
16 16000.0 0.01 0.539780 0.531998 0.743118
17 17000.0 0.01 0.539424 0.531670 0.742611
18 18000.0 0.01 0.539098 0.531373 0.743455
19 19000.0 0.01 0.538800 0.531103 0.743962
20 20000.0 0.01 0.538527 0.530857 0.743793
21 21000.0 0.01 0.538275 0.530632 0.743118
22 22000.0 0.01 0.538044 0.530425 0.743287
23 23000.0 0.01 0.537830 0.530235 0.743118
24 24000.0 0.01 0.537633 0.530060 0.743118
25 25000.0 0.01 0.537450 0.529898 0.742442
26 26000.0 0.01 0.537280 0.529748 0.743118
27 27000.0 0.01 0.537122 0.529608 0.743287
28 28000.0 0.01 0.536975 0.529478 0.743455
29 29000.0 0.01 0.536838 0.529357 0.743624
... ... ... ... ... ...
270 270000.0 0.01 0.534359 0.527145 0.744976
271 271000.0 0.01 0.534359 0.527145 0.744976
272 272000.0 0.01 0.534359 0.527145 0.744976
273 273000.0 0.01 0.534358 0.527145 0.744976
274 274000.0 0.01 0.534358 0.527145 0.744976
275 275000.0 0.01 0.534358 0.527145 0.744976
276 276000.0 0.01 0.534357 0.527145 0.744976
277 277000.0 0.01 0.534357 0.527145 0.744976
278 278000.0 0.01 0.534356 0.527145 0.744976
279 279000.0 0.01 0.534356 0.527145 0.744976
280 280000.0 0.01 0.534356 0.527145 0.744976
281 281000.0 0.01 0.534355 0.527145 0.744976
282 282000.0 0.01 0.534355 0.527145 0.744976
283 283000.0 0.01 0.534355 0.527145 0.744976
284 284000.0 0.01 0.534354 0.527145 0.744976
285 285000.0 0.01 0.534354 0.527145 0.744976
286 286000.0 0.01 0.534354 0.527145 0.744807
287 287000.0 0.01 0.534353 0.527145 0.744638
288 288000.0 0.01 0.534353 0.527145 0.744638
289 289000.0 0.01 0.534353 0.527145 0.744638
290 290000.0 0.01 0.534352 0.527145 0.744638
291 291000.0 0.01 0.534352 0.527145 0.744638
292 292000.0 0.01 0.534352 0.527145 0.744638
293 293000.0 0.01 0.534351 0.527145 0.744638
294 294000.0 0.01 0.534351 0.527145 0.744638
295 295000.0 0.01 0.534351 0.527145 0.744638
296 296000.0 0.01 0.534350 0.527145 0.744638
297 297000.0 0.01 0.534350 0.527145 0.744638
298 298000.0 0.01 0.534350 0.527145 0.744638
299 299000.0 0.01 0.534349 0.527145 0.744638

300 rows × 5 columns

In [106]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_df['Iteration'],
                            y=graph_df['Cost_train'],
                            name='Train',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_df['Iteration'],
                            y=graph_df['Cost_test'],
                            name='Test',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()
In [107]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_df['Iteration'],
                            y=graph_df['Accuracy'],
                            name='Accuracy',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_df['Iteration'],
                            y=graph_df['Cost_test'],
                            name='Cost',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost/Accuracy Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost/Accuracy'))
fig.show()
In [115]:
params
Out[115]:
array([-0.21147109,  0.50361482,  2.31023023, -0.91327811, -1.59587164,
        0.45991356, -0.12302401,  0.0096081 ,  0.56853706, -0.18931435,
        0.27639366,  0.3267584 , -1.20526643,  0.17878782,  1.1935394 ,
       -1.38680504, -0.65079985,  0.39686564,  0.03414468, -0.04585747,
        0.20285067, -0.04318555])
In [114]:
pd.Series(params,index=x.columns.insert(0,'X0'))
Out[114]:
X0            -0.211471
T1             0.503615
RH_1           2.310230
T2            -0.913278
RH_2          -1.595872
T3             0.459914
RH_3          -0.123024
T4             0.009608
RH_4           0.568537
T5            -0.189314
RH_5           0.276394
RH_6           0.326758
T7            -1.205266
RH_7           0.178788
T8             1.193539
RH_8          -1.386805
RH_9          -0.650800
T_out          0.396866
Press_mm_hg    0.034145
RH_out        -0.045857
Windspeed      0.202851
Tdewpoint     -0.043186
dtype: float64
In [87]:
x=[0.01,0.05,0.08,0.1,0.5,0.8]
logistic_param=np.empty([0,5])
for i in x:
    initial_params_1,params_1,graph_1=batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,i,300000)
    logistic_param=np.vstack([logistic_param,graph_1])
Iteration :  0  Cost train:  0.6931471805599453
Iteration :  1000  Cost train:  0.5754121195612154
Iteration :  2000  Cost train:  0.5562130094304001
Iteration :  3000  Cost train:  0.5480208386737477
Iteration :  4000  Cost train:  0.5436845624290622
Iteration :  5000  Cost train:  0.5410109657027355
Iteration :  6000  Cost train:  0.5391621631580232
Iteration :  7000  Cost train:  0.537773445871137
Iteration :  8000  Cost train:  0.5366692204402282
Iteration :  9000  Cost train:  0.5357570839878492
Iteration :  10000  Cost train:  0.5349841644579463
Iteration :  11000  Cost train:  0.5343177132974286
Iteration :  12000  Cost train:  0.5337359271965817
Iteration :  13000  Cost train:  0.5332233613981848
Iteration :  14000  Cost train:  0.5327685134314385
Iteration :  15000  Cost train:  0.5323624807791085
Iteration :  16000  Cost train:  0.5319981733059294
Iteration :  17000  Cost train:  0.5316698248313447
Iteration :  18000  Cost train:  0.5313726733546555
Iteration :  19000  Cost train:  0.5311027409165684
Iteration :  20000  Cost train:  0.5308566752448306
Iteration :  21000  Cost train:  0.5306316316096306
Iteration :  22000  Cost train:  0.5304251820772125
Iteration :  23000  Cost train:  0.5302352442188494
Iteration :  24000  Cost train:  0.5300600241309265
Iteration :  25000  Cost train:  0.529897970290687
Iteration :  26000  Cost train:  0.5297477358067607
Iteration :  27000  Cost train:  0.5296081472910674
Iteration :  28000  Cost train:  0.5294781790264811
Iteration :  29000  Cost train:  0.5293569314162312
Iteration :  30000  Cost train:  0.5292436129249674
Iteration :  31000  Cost train:  0.5291375248869222
Iteration :  32000  Cost train:  0.5290380486817453
Iteration :  33000  Cost train:  0.5289446348749788
Iteration :  34000  Cost train:  0.5288567939955213
Iteration :  35000  Cost train:  0.5287740886820582
Iteration :  36000  Cost train:  0.5286961269780812
Iteration :  37000  Cost train:  0.5286225565934797
Iteration :  38000  Cost train:  0.5285530599817789
Iteration :  39000  Cost train:  0.5284873501074315
Iteration :  40000  Cost train:  0.528425166798322
Iteration :  41000  Cost train:  0.528366273595704
Iteration :  42000  Cost train:  0.5283104550278763
Iteration :  43000  Cost train:  0.5282575142455728
Iteration :  44000  Cost train:  0.5282072709667328
Iteration :  45000  Cost train:  0.5281595596864062
Iteration :  46000  Cost train:  0.5281142281142952
Iteration :  47000  Cost train:  0.528071135808097
Iteration :  48000  Cost train:  0.5280301529755634
Iteration :  49000  Cost train:  0.527991159422194
Iteration :  50000  Cost train:  0.5279540436248545
Iteration :  51000  Cost train:  0.5279187019144695
Iteration :  52000  Cost train:  0.5278850377533494
Iteration :  53000  Cost train:  0.5278529610947663
Iteration :  54000  Cost train:  0.5278223878141375
Iteration :  55000  Cost train:  0.5277932392026563
Iteration :  56000  Cost train:  0.5277654415154801
Iteration :  57000  Cost train:  0.5277389255676607
Iteration :  58000  Cost train:  0.5277136263719348
Iteration :  59000  Cost train:  0.5276894828132778
Iteration :  60000  Cost train:  0.5276664373558059
Iteration :  61000  Cost train:  0.5276444357781969
Iteration :  62000  Cost train:  0.5276234269342986
Iteration :  63000  Cost train:  0.5276033625360276
Iteration :  64000  Cost train:  0.5275841969560331
Iteration :  65000  Cost train:  0.5275658870479236
Iteration :  66000  Cost train:  0.5275483919821272
Iteration :  67000  Cost train:  0.5275316730957026
Iteration :  68000  Cost train:  0.5275156937546204
Iteration :  69000  Cost train:  0.5275004192272197
Iteration :  70000  Cost train:  0.5274858165676961
Iteration :  71000  Cost train:  0.5274718545086182
Iteration :  72000  Cost train:  0.5274585033615852
Iteration :  73000  Cost train:  0.5274457349252407
Iteration :  74000  Cost train:  0.5274335223999514
Iteration :  75000  Cost train:  0.5274218403085339
Iteration :  76000  Cost train:  0.5274106644224815
Iteration :  77000  Cost train:  0.5273999716932076
Iteration :  78000  Cost train:  0.5273897401878687
Iteration :  79000  Cost train:  0.5273799490293808
Iteration :  80000  Cost train:  0.5273705783402811
Iteration :  81000  Cost train:  0.5273616091901238
Iteration :  82000  Cost train:  0.5273530235461291
Iteration :  83000  Cost train:  0.5273448042268349
Iteration :  84000  Cost train:  0.5273369348585206
Iteration :  85000  Cost train:  0.5273293998342005
Iteration :  86000  Cost train:  0.5273221842749957
Iteration :  87000  Cost train:  0.5273152739937199
Iteration :  88000  Cost train:  0.5273086554605204
Iteration :  89000  Cost train:  0.5273023157704361
Iteration :  90000  Cost train:  0.5272962426127421
Iteration :  91000  Cost train:  0.5272904242419661
Iteration :  92000  Cost train:  0.5272848494504642
Iteration :  93000  Cost train:  0.5272795075424616
Iteration :  94000  Cost train:  0.5272743883094624
Iteration :  95000  Cost train:  0.5272694820069475
Iteration :  96000  Cost train:  0.5272647793322817
Iteration :  97000  Cost train:  0.5272602714037563
Iteration :  98000  Cost train:  0.5272559497407037
Iteration :  99000  Cost train:  0.5272518062446182
Iteration :  100000  Cost train:  0.5272478331812288
Iteration :  101000  Cost train:  0.5272440231634679
Iteration :  102000  Cost train:  0.5272403691352857
Iteration :  103000  Cost train:  0.5272368643562675
Iteration :  104000  Cost train:  0.5272335023870034
Iteration :  105000  Cost train:  0.5272302770751761
Iteration :  106000  Cost train:  0.5272271825423247
Iteration :  107000  Cost train:  0.5272242131712493
Iteration :  108000  Cost train:  0.5272213635940237
Iteration :  109000  Cost train:  0.5272186286805831
Iteration :  110000  Cost train:  0.5272160035278581
Iteration :  111000  Cost train:  0.5272134834494263
Iteration :  112000  Cost train:  0.5272110639656554
Iteration :  113000  Cost train:  0.5272087407943126
Iteration :  114000  Cost train:  0.5272065098416168
Iteration :  115000  Cost train:  0.5272043671937126
Iteration :  116000  Cost train:  0.527202309108542
Iteration :  117000  Cost train:  0.527200332008099
Iteration :  118000  Cost train:  0.5271984324710421
Iteration :  119000  Cost train:  0.5271966072256534
Iteration :  120000  Cost train:  0.5271948531431221
Iteration :  121000  Cost train:  0.5271931672311405
Iteration :  122000  Cost train:  0.5271915466277947
Iteration :  123000  Cost train:  0.5271899885957372
Iteration :  124000  Cost train:  0.5271884905166278
Iteration :  125000  Cost train:  0.5271870498858287
Iteration :  126000  Cost train:  0.5271856643073437
Iteration :  127000  Cost train:  0.527184331488988
Iteration :  128000  Cost train:  0.5271830492377787
Iteration :  129000  Cost train:  0.5271818154555349
Iteration :  130000  Cost train:  0.5271806281346787
Iteration :  131000  Cost train:  0.5271794853542261
Iteration :  132000  Cost train:  0.5271783852759598
Iteration :  133000  Cost train:  0.5271773261407754
Iteration :  134000  Cost train:  0.5271763062651924
Iteration :  135000  Cost train:  0.5271753240380231
Iteration :  136000  Cost train:  0.5271743779171915
Iteration :  137000  Cost train:  0.5271734664266942
Iteration :  138000  Cost train:  0.5271725881537002
Iteration :  139000  Cost train:  0.5271717417457781
Iteration :  140000  Cost train:  0.5271709259082503
Iteration :  141000  Cost train:  0.5271701394016636
Iteration :  142000  Cost train:  0.5271693810393733
Iteration :  143000  Cost train:  0.5271686496852359
Iteration :  144000  Cost train:  0.5271679442514048
Iteration :  145000  Cost train:  0.5271672636962222
Iteration :  146000  Cost train:  0.5271666070222081
Iteration :  147000  Cost train:  0.5271659732741355
Iteration :  148000  Cost train:  0.5271653615371932
Iteration :  149000  Cost train:  0.5271647709352291
Iteration :  150000  Cost train:  0.5271642006290719
Iteration :  151000  Cost train:  0.5271636498149266
Iteration :  152000  Cost train:  0.5271631177228411
Iteration :  153000  Cost train:  0.5271626036152409
Iteration :  154000  Cost train:  0.527162106785528
Iteration :  155000  Cost train:  0.5271616265567419
Iteration :  156000  Cost train:  0.5271611622802794
Iteration :  157000  Cost train:  0.5271607133346712
Iteration :  158000  Cost train:  0.527160279124411
Iteration :  159000  Cost train:  0.5271598590788383
Iteration :  160000  Cost train:  0.5271594526510679
Iteration :  161000  Cost train:  0.527159059316968
Iteration :  162000  Cost train:  0.5271586785741817
Iteration :  163000  Cost train:  0.5271583099411936
Iteration :  164000  Cost train:  0.5271579529564338
Iteration :  165000  Cost train:  0.5271576071774251
Iteration :  166000  Cost train:  0.5271572721799634
Iteration :  167000  Cost train:  0.5271569475573378
Iteration :  168000  Cost train:  0.5271566329195811
Iteration :  169000  Cost train:  0.5271563278927559
Iteration :  170000  Cost train:  0.5271560321182697
Iteration :  171000  Cost train:  0.5271557452522213
Iteration :  172000  Cost train:  0.5271554669647744
Iteration :  173000  Cost train:  0.5271551969395595
Iteration :  174000  Cost train:  0.5271549348731007
Iteration :  175000  Cost train:  0.5271546804742687
Iteration :  176000  Cost train:  0.5271544334637559
Iteration :  177000  Cost train:  0.5271541935735754
Iteration :  178000  Cost train:  0.5271539605465819
Iteration :  179000  Cost train:  0.5271537341360122
Iteration :  180000  Cost train:  0.5271535141050459
Iteration :  181000  Cost train:  0.5271533002263864
Iteration :  182000  Cost train:  0.527153092281858
Iteration :  183000  Cost train:  0.5271528900620219
Iteration :  184000  Cost train:  0.5271526933658077
Iteration :  185000  Cost train:  0.5271525020001616
Iteration :  186000  Cost train:  0.5271523157797097
Iteration :  187000  Cost train:  0.5271521345264344
Iteration :  188000  Cost train:  0.5271519580693672
Iteration :  189000  Cost train:  0.5271517862442924
Iteration :  190000  Cost train:  0.5271516188934648
Iteration :  191000  Cost train:  0.527151455865339
Iteration :  192000  Cost train:  0.5271512970143106
Iteration :  193000  Cost train:  0.5271511422004682
Iteration :  194000  Cost train:  0.5271509912893562
Iteration :  195000  Cost train:  0.5271508441517481
Iteration :  196000  Cost train:  0.5271507006634284
Iteration :  197000  Cost train:  0.5271505607049852
Iteration :  198000  Cost train:  0.5271504241616108
Iteration :  199000  Cost train:  0.5271502909229109
Iteration :  200000  Cost train:  0.5271501608827219
Iteration :  201000  Cost train:  0.5271500339389369
Iteration :  202000  Cost train:  0.5271499099933373
Iteration :  203000  Cost train:  0.5271497889514335
Iteration :  204000  Cost train:  0.5271496707223107
Iteration :  205000  Cost train:  0.527149555218483
Iteration :  206000  Cost train:  0.5271494423557517
Iteration :  207000  Cost train:  0.5271493320530718
Iteration :  208000  Cost train:  0.5271492242324218
Iteration :  209000  Cost train:  0.527149118818681
Iteration :  210000  Cost train:  0.5271490157395113
Iteration :  211000  Cost train:  0.5271489149252436
Iteration :  212000  Cost train:  0.5271488163087693
Iteration :  213000  Cost train:  0.5271487198254368
Iteration :  214000  Cost train:  0.5271486254129513
Iteration :  215000  Cost train:  0.5271485330112806
Iteration :  216000  Cost train:  0.5271484425625629
Iteration :  217000  Cost train:  0.5271483540110194
Iteration :  218000  Cost train:  0.5271482673028713
Iteration :  219000  Cost train:  0.5271481823862586
Iteration :  220000  Cost train:  0.5271480992111639
Iteration :  221000  Cost train:  0.5271480177293384
Iteration :  222000  Cost train:  0.5271479378942318
Iteration :  223000  Cost train:  0.5271478596609239
Iteration :  224000  Cost train:  0.5271477829860609
Iteration :  225000  Cost train:  0.5271477078277922
Iteration :  226000  Cost train:  0.5271476341457121
Iteration :  227000  Cost train:  0.5271475619008016
Iteration :  228000  Cost train:  0.527147491055375
Iteration :  229000  Cost train:  0.5271474215730264
Iteration :  230000  Cost train:  0.5271473534185808
Iteration :  231000  Cost train:  0.5271472865580449
Iteration :  232000  Cost train:  0.5271472209585615
Iteration :  233000  Cost train:  0.5271471565883655
Iteration :  234000  Cost train:  0.5271470934167416
Iteration :  235000  Cost train:  0.527147031413983
Iteration :  236000  Cost train:  0.5271469705513533
Iteration :  237000  Cost train:  0.527146910801049
Iteration :  238000  Cost train:  0.5271468521361637
Iteration :  239000  Cost train:  0.5271467945306537
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Iteration :  275000  Cost train:  0.5271430864446002
Iteration :  276000  Cost train:  0.5271430864446002
Iteration :  277000  Cost train:  0.5271430864446002
Iteration :  278000  Cost train:  0.5271430864446002
Iteration :  279000  Cost train:  0.5271430864446002
Iteration :  280000  Cost train:  0.5271430864446002
Iteration :  281000  Cost train:  0.5271430864446002
Iteration :  282000  Cost train:  0.5271430864446002
Iteration :  283000  Cost train:  0.5271430864446002
Iteration :  284000  Cost train:  0.5271430864446002
Iteration :  285000  Cost train:  0.5271430864446002
Iteration :  286000  Cost train:  0.5271430864446002
Iteration :  287000  Cost train:  0.5271430864446002
Iteration :  288000  Cost train:  0.5271430864446002
Iteration :  289000  Cost train:  0.5271430864446002
Iteration :  290000  Cost train:  0.5271430864446002
Iteration :  291000  Cost train:  0.5271430864446002
Iteration :  292000  Cost train:  0.5271430864446002
Iteration :  293000  Cost train:  0.5271430864446002
Iteration :  294000  Cost train:  0.5271430864446002
Iteration :  295000  Cost train:  0.5271430864446002
Iteration :  296000  Cost train:  0.5271430864446002
Iteration :  297000  Cost train:  0.5271430864446002
Iteration :  298000  Cost train:  0.5271430864446002
Iteration :  299000  Cost train:  0.5271430864446002
In [90]:
logistic_param_1=pd.DataFrame(logistic_param,columns=['Iteration','Alpha','Cost_test','Cost_train','Accuracy'])
In [116]:
logistic_param_1
Out[116]:
Iteration Alpha Cost_test Cost_train Accuracy
0 0.0 0.01 0.693147 0.693147 0.463266
1 1000.0 0.01 0.576896 0.575412 0.720655
2 2000.0 0.01 0.560245 0.556213 0.726566
3 3000.0 0.01 0.553517 0.548021 0.728593
4 4000.0 0.01 0.550086 0.543685 0.732984
5 5000.0 0.01 0.547987 0.541011 0.734167
6 6000.0 0.01 0.546506 0.539162 0.736362
7 7000.0 0.01 0.545350 0.537773 0.737207
8 8000.0 0.01 0.544389 0.536669 0.737882
9 9000.0 0.01 0.543562 0.535757 0.738558
10 10000.0 0.01 0.542833 0.534984 0.739740
11 11000.0 0.01 0.542184 0.534318 0.739909
12 12000.0 0.01 0.541602 0.533736 0.740247
13 13000.0 0.01 0.541077 0.533223 0.740922
14 14000.0 0.01 0.540602 0.532769 0.741767
15 15000.0 0.01 0.540172 0.532362 0.743287
16 16000.0 0.01 0.539780 0.531998 0.743118
17 17000.0 0.01 0.539424 0.531670 0.742611
18 18000.0 0.01 0.539098 0.531373 0.743455
19 19000.0 0.01 0.538800 0.531103 0.743962
20 20000.0 0.01 0.538527 0.530857 0.743793
21 21000.0 0.01 0.538275 0.530632 0.743118
22 22000.0 0.01 0.538044 0.530425 0.743287
23 23000.0 0.01 0.537830 0.530235 0.743118
24 24000.0 0.01 0.537633 0.530060 0.743118
25 25000.0 0.01 0.537450 0.529898 0.742442
26 26000.0 0.01 0.537280 0.529748 0.743118
27 27000.0 0.01 0.537122 0.529608 0.743287
28 28000.0 0.01 0.536975 0.529478 0.743455
29 29000.0 0.01 0.536838 0.529357 0.743624
... ... ... ... ... ...
1770 270000.0 0.80 0.534304 0.527143 0.744131
1771 271000.0 0.80 0.534304 0.527143 0.744131
1772 272000.0 0.80 0.534304 0.527143 0.744131
1773 273000.0 0.80 0.534304 0.527143 0.744131
1774 274000.0 0.80 0.534304 0.527143 0.744131
1775 275000.0 0.80 0.534304 0.527143 0.744131
1776 276000.0 0.80 0.534304 0.527143 0.744131
1777 277000.0 0.80 0.534304 0.527143 0.744131
1778 278000.0 0.80 0.534304 0.527143 0.744131
1779 279000.0 0.80 0.534304 0.527143 0.744131
1780 280000.0 0.80 0.534304 0.527143 0.744131
1781 281000.0 0.80 0.534304 0.527143 0.744131
1782 282000.0 0.80 0.534304 0.527143 0.744131
1783 283000.0 0.80 0.534304 0.527143 0.744131
1784 284000.0 0.80 0.534304 0.527143 0.744131
1785 285000.0 0.80 0.534304 0.527143 0.744131
1786 286000.0 0.80 0.534304 0.527143 0.744131
1787 287000.0 0.80 0.534304 0.527143 0.744131
1788 288000.0 0.80 0.534304 0.527143 0.744131
1789 289000.0 0.80 0.534304 0.527143 0.744131
1790 290000.0 0.80 0.534304 0.527143 0.744131
1791 291000.0 0.80 0.534304 0.527143 0.744131
1792 292000.0 0.80 0.534304 0.527143 0.744131
1793 293000.0 0.80 0.534304 0.527143 0.744131
1794 294000.0 0.80 0.534304 0.527143 0.744131
1795 295000.0 0.80 0.534304 0.527143 0.744131
1796 296000.0 0.80 0.534304 0.527143 0.744131
1797 297000.0 0.80 0.534304 0.527143 0.744131
1798 298000.0 0.80 0.534304 0.527143 0.744131
1799 299000.0 0.80 0.534304 0.527143 0.744131

1800 rows × 5 columns

In [120]:
pd.concat([logistic_param_1.groupby('Alpha')['Cost_test'].min(),
           logistic_param_1.groupby('Alpha')['Accuracy'].max(),],axis=1)
Out[120]:
Cost_test Accuracy
Alpha
0.01 0.534349 0.745144
0.05 0.534304 0.745144
0.08 0.534304 0.745144
0.10 0.534304 0.745144
0.50 0.534304 0.745144
0.80 0.534304 0.745144
In [119]:
pd.concat([logistic_param_1.groupby('Alpha')['Accuracy'].max(),
           logistic_param_1.groupby('Alpha')['Iteration'].max(),],axis=1)
Out[119]:
Accuracy Iteration
Alpha
0.01 0.745144 299000.0
0.05 0.745144 299000.0
0.08 0.745144 299000.0
0.10 0.745144 299000.0
0.50 0.745144 299000.0
0.80 0.745144 299000.0
In [91]:
import plotly.express as px
px.line(logistic_param_1, x="Iteration", y="Accuracy", color="Alpha")
In [ ]:
initial_params_1,params_1,graph_1=batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,0.01,300000)
In [250]:
graph1=pd.DataFrame(graph[1:,:],columns=['Iteration','Alpha','Cost_test','Cost_train','Accuracy'])
In [251]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph1['Iteration'],
                        y=graph1['Accuracy'],
                        mode='lines'))
fig.update_layout(title='Accuracy Vs Iteration',
                 xaxis=dict(title='Iteration'),yaxis=dict(title='Accuracy'))
fig.show()

Experiment with randomly picked variables(Experiment 3)

In [121]:
x=data.iloc[:,1:]
y=data.iloc[:,0]
In [124]:
x_sampled=x.sample(10,axis=1,random_state=48)
In [126]:
x_sampled.columns
Out[126]:
Index(['RH_1', 'RH_5', 'RH_3', 'RH_4', 'T5', 'RH_7', 'RH_out', 'RH_2', 'T7',
       'RH_6'],
      dtype='object')
In [127]:
scaler = StandardScaler()
x_scaled = scaler.fit_transform(x_sampled)
x_scaled
Out[127]:
array([[ 1.84382063,  0.47116038,  1.68612997, ...,  1.07368343,
        -1.45364639,  0.95179837],
       [ 1.61680671,  0.47116038,  1.70456601, ...,  1.05709748,
        -1.45364639,  0.94559165],
       [ 1.51795932,  0.45896769,  1.74860768, ...,  1.03354953,
        -1.45364639,  0.91648425],
       ...,
       [ 1.59251371,  0.14602221,  0.752037  , ...,  0.57698247,
         2.02512574, -1.72105219],
       [ 1.6913611 ,  0.13863271,  0.62913003, ...,  0.64269443,
         2.00616785, -1.72105219],
       [ 1.5933514 ,  0.13863271,  0.58816104, ...,  0.62682808,
         2.00616785, -1.72105219]])
In [128]:
x_scaled=np.concatenate((np.ones((x_scaled.shape[0], 1)), x_scaled), axis=1)
In [129]:
y=y.apply(lambda x: 1 if x>60 else 0)
y=np.array(y)
In [130]:
x_train, x_test, y_train, y_test = train_test_split(x_scaled, y, test_size=0.3,random_state=85)
In [131]:
initial_params,params,graph=batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,0.5,300000)
Iteration :  0  Cost train:  0.6931471805599453
Iteration :  1000  Cost train:  0.5919584896464972
Iteration :  2000  Cost train:  0.5919583240533157
Iteration :  3000  Cost train:  0.5919583240497329
Iteration :  4000  Cost train:  0.5919583240497328
Iteration :  5000  Cost train:  0.5919583240497328
Iteration :  6000  Cost train:  0.5919583240497328
Iteration :  7000  Cost train:  0.5919583240497328
Iteration :  8000  Cost train:  0.5919583240497328
Iteration :  9000  Cost train:  0.5919583240497328
Iteration :  10000  Cost train:  0.5919583240497328
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Iteration :  100000  Cost train:  0.5919583240497328
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Iteration :  299000  Cost train:  0.5919583240497328
In [133]:
graph_df_1=pd.DataFrame(graph,columns=['Iteration','Alpha','Cost_test','Cost_train','Accuracy'])
In [134]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_df_1['Iteration'],
                            y=graph_df_1['Cost_train'],
                            name='Train',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_df_1['Iteration'],
                            y=graph_df_1['Cost_test'],
                            name='Test',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()

Experiment 4

In [135]:
x=data.iloc[:,1:]
y=data.iloc[:,0]
In [136]:
x_pick=x[['Windspeed','RH_out','RH_6','RH_8','RH_1','T1','T3','RH_3','T5','T_out']]
In [137]:
x_pick.columns
Out[137]:
Index(['Windspeed', 'RH_out', 'RH_6', 'RH_8', 'RH_1', 'T1', 'T3', 'RH_3', 'T5',
       'T_out'],
      dtype='object')
In [139]:
scaler = StandardScaler()
x_scaled = scaler.fit_transform(x_pick)
x_scaled
Out[139]:
array([[ 1.20769354,  0.82208042,  0.95179837, ...,  1.68612997,
        -1.31490324, -0.15264674],
       [ 1.07170342,  0.82208042,  0.94559165, ...,  1.70456601,
        -1.31490324, -0.17458781],
       [ 0.93571331,  0.82208042,  0.91648425, ...,  1.74860768,
        -1.31490324, -0.19652887],
       ...,
       [-0.15220764, -1.57154154, -1.72105219, ...,  0.752037  ,
         1.97221075,  2.83133837],
       [-0.08421258, -1.54917124, -1.72105219, ...,  0.62913003,
         1.95594685,  2.80626286],
       [-0.01621752, -1.52680094, -1.72105219, ...,  0.58816104,
         1.95594685,  2.78118736]])
In [140]:
x_scaled=np.concatenate((np.ones((x_scaled.shape[0], 1)), x_scaled), axis=1)
In [141]:
y=y.apply(lambda x: 1 if x>60 else 0)
y=np.array(y)
In [142]:
x_train, x_test, y_train, y_test = train_test_split(x_scaled, y, test_size=0.3,random_state=85)
In [143]:
initial_params,params,graph=batch_gradient_descent_logistic(x_train,y_train,x_test,y_test,0.5,300000)
Iteration :  0  Cost train:  0.6931471805599453
Iteration :  1000  Cost train:  0.5896234070125407
Iteration :  2000  Cost train:  0.5896233569266309
Iteration :  3000  Cost train:  0.5896233569259435
Iteration :  4000  Cost train:  0.5896233569259435
Iteration :  5000  Cost train:  0.5896233569259435
Iteration :  6000  Cost train:  0.5896233569259435
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Iteration :  10000  Cost train:  0.5896233569259435
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Iteration :  250000  Cost train:  0.5896233569259435
Iteration :  251000  Cost train:  0.5896233569259435
Iteration :  252000  Cost train:  0.5896233569259435
Iteration :  253000  Cost train:  0.5896233569259435
Iteration :  254000  Cost train:  0.5896233569259435
Iteration :  255000  Cost train:  0.5896233569259435
Iteration :  256000  Cost train:  0.5896233569259435
Iteration :  257000  Cost train:  0.5896233569259435
Iteration :  258000  Cost train:  0.5896233569259435
Iteration :  259000  Cost train:  0.5896233569259435
Iteration :  260000  Cost train:  0.5896233569259435
Iteration :  261000  Cost train:  0.5896233569259435
Iteration :  262000  Cost train:  0.5896233569259435
Iteration :  263000  Cost train:  0.5896233569259435
Iteration :  264000  Cost train:  0.5896233569259435
Iteration :  265000  Cost train:  0.5896233569259435
Iteration :  266000  Cost train:  0.5896233569259435
Iteration :  267000  Cost train:  0.5896233569259435
Iteration :  268000  Cost train:  0.5896233569259435
Iteration :  269000  Cost train:  0.5896233569259435
Iteration :  270000  Cost train:  0.5896233569259435
Iteration :  271000  Cost train:  0.5896233569259435
Iteration :  272000  Cost train:  0.5896233569259435
Iteration :  273000  Cost train:  0.5896233569259435
Iteration :  274000  Cost train:  0.5896233569259435
Iteration :  275000  Cost train:  0.5896233569259435
Iteration :  276000  Cost train:  0.5896233569259435
Iteration :  277000  Cost train:  0.5896233569259435
Iteration :  278000  Cost train:  0.5896233569259435
Iteration :  279000  Cost train:  0.5896233569259435
Iteration :  280000  Cost train:  0.5896233569259435
Iteration :  281000  Cost train:  0.5896233569259435
Iteration :  282000  Cost train:  0.5896233569259435
Iteration :  283000  Cost train:  0.5896233569259435
Iteration :  284000  Cost train:  0.5896233569259435
Iteration :  285000  Cost train:  0.5896233569259435
Iteration :  286000  Cost train:  0.5896233569259435
Iteration :  287000  Cost train:  0.5896233569259435
Iteration :  288000  Cost train:  0.5896233569259435
Iteration :  289000  Cost train:  0.5896233569259435
Iteration :  290000  Cost train:  0.5896233569259435
Iteration :  291000  Cost train:  0.5896233569259435
Iteration :  292000  Cost train:  0.5896233569259435
Iteration :  293000  Cost train:  0.5896233569259435
Iteration :  294000  Cost train:  0.5896233569259435
Iteration :  295000  Cost train:  0.5896233569259435
Iteration :  296000  Cost train:  0.5896233569259435
Iteration :  297000  Cost train:  0.5896233569259435
Iteration :  298000  Cost train:  0.5896233569259435
Iteration :  299000  Cost train:  0.5896233569259435
In [144]:
graph_df_2=pd.DataFrame(graph,columns=['Iteration','Alpha','Cost_test','Cost_train','Accuracy'])
In [146]:
graph_df_2
Out[146]:
Iteration Alpha Cost_test Cost_train Accuracy
0 0.0 0.5 0.693147 0.693147 0.463266
1 1000.0 0.5 0.584487 0.589623 0.691099
2 2000.0 0.5 0.584488 0.589623 0.691099
3 3000.0 0.5 0.584488 0.589623 0.691099
4 4000.0 0.5 0.584488 0.589623 0.691099
5 5000.0 0.5 0.584488 0.589623 0.691099
6 6000.0 0.5 0.584488 0.589623 0.691099
7 7000.0 0.5 0.584488 0.589623 0.691099
8 8000.0 0.5 0.584488 0.589623 0.691099
9 9000.0 0.5 0.584488 0.589623 0.691099
10 10000.0 0.5 0.584488 0.589623 0.691099
11 11000.0 0.5 0.584488 0.589623 0.691099
12 12000.0 0.5 0.584488 0.589623 0.691099
13 13000.0 0.5 0.584488 0.589623 0.691099
14 14000.0 0.5 0.584488 0.589623 0.691099
15 15000.0 0.5 0.584488 0.589623 0.691099
16 16000.0 0.5 0.584488 0.589623 0.691099
17 17000.0 0.5 0.584488 0.589623 0.691099
18 18000.0 0.5 0.584488 0.589623 0.691099
19 19000.0 0.5 0.584488 0.589623 0.691099
20 20000.0 0.5 0.584488 0.589623 0.691099
21 21000.0 0.5 0.584488 0.589623 0.691099
22 22000.0 0.5 0.584488 0.589623 0.691099
23 23000.0 0.5 0.584488 0.589623 0.691099
24 24000.0 0.5 0.584488 0.589623 0.691099
25 25000.0 0.5 0.584488 0.589623 0.691099
26 26000.0 0.5 0.584488 0.589623 0.691099
27 27000.0 0.5 0.584488 0.589623 0.691099
28 28000.0 0.5 0.584488 0.589623 0.691099
29 29000.0 0.5 0.584488 0.589623 0.691099
... ... ... ... ... ...
270 270000.0 0.5 0.584488 0.589623 0.691099
271 271000.0 0.5 0.584488 0.589623 0.691099
272 272000.0 0.5 0.584488 0.589623 0.691099
273 273000.0 0.5 0.584488 0.589623 0.691099
274 274000.0 0.5 0.584488 0.589623 0.691099
275 275000.0 0.5 0.584488 0.589623 0.691099
276 276000.0 0.5 0.584488 0.589623 0.691099
277 277000.0 0.5 0.584488 0.589623 0.691099
278 278000.0 0.5 0.584488 0.589623 0.691099
279 279000.0 0.5 0.584488 0.589623 0.691099
280 280000.0 0.5 0.584488 0.589623 0.691099
281 281000.0 0.5 0.584488 0.589623 0.691099
282 282000.0 0.5 0.584488 0.589623 0.691099
283 283000.0 0.5 0.584488 0.589623 0.691099
284 284000.0 0.5 0.584488 0.589623 0.691099
285 285000.0 0.5 0.584488 0.589623 0.691099
286 286000.0 0.5 0.584488 0.589623 0.691099
287 287000.0 0.5 0.584488 0.589623 0.691099
288 288000.0 0.5 0.584488 0.589623 0.691099
289 289000.0 0.5 0.584488 0.589623 0.691099
290 290000.0 0.5 0.584488 0.589623 0.691099
291 291000.0 0.5 0.584488 0.589623 0.691099
292 292000.0 0.5 0.584488 0.589623 0.691099
293 293000.0 0.5 0.584488 0.589623 0.691099
294 294000.0 0.5 0.584488 0.589623 0.691099
295 295000.0 0.5 0.584488 0.589623 0.691099
296 296000.0 0.5 0.584488 0.589623 0.691099
297 297000.0 0.5 0.584488 0.589623 0.691099
298 298000.0 0.5 0.584488 0.589623 0.691099
299 299000.0 0.5 0.584488 0.589623 0.691099

300 rows × 5 columns

In [147]:
fig=go.Figure()
fig.add_trace(go.Scatter(x=graph_df_2['Iteration'],
                            y=graph_df_2['Cost_train'],
                            name='Train',
                             mode='lines'))
fig.add_trace(go.Scatter(x=graph_df_2['Iteration'],
                            y=graph_df_2['Cost_test'],
                            name='Test',
                             mode='lines'))
fig.update_layout(title=go.layout.Title(
                  text="Cost Vs Iteration ",xref="paper",x=0,y=0.85),
                  xaxis=dict(title='Iteration'),yaxis=dict(title='Cost'))
fig.show()